VIX (Volatility Index) Charts

@cello Hast du nach deinen Erkentnissen dich auch gezielt positioniert oder dein Setup zurecht gelegt? E.g falls in XIV, wann verkaufst du? Wann ist der VIX "am Boden"? Oder für den Spike traden - hast du deine Short Calls auf den VXX bereit?

(1) Man kann zwar schön sehen, wie hier auch schon genügend bekannt, dass der VIX noch einiges tiefer gehen kann.

(2) Ich für meinen Teil sehe jedoch einen Anstieg im VIX als wahrscheinlicher, wenn ich mir die Konstellation im SPX anschaue.


Nach meinen Aussagen am Morgen, habe ich mich nochmals hingesessen. Diese obigen Aussagen basieren auf Chart-Analysen von VIX und SPX und aktueller Marktanalyse/Marktsentiment. Wir sehen auch bei Durchsicht der VIX Charts gewisse "Bodenbildungen", das der VIX ja noch tiefer gehen "könnte".... Trotzdem wollte ich die historischen VIX Kurse mal statistisch auswerten, um zu sehen, was ein aktueller VIX von 16.50 bedeutet. Hönig for your service :) Ich denke für viele ist es nichts "Neues", denn wir "wissen" mit unserer Erfahrung und dem Verfolgen der Charts diese Informationen "irgendwie" auch.

Ausgangslage: VIX Stand 11.03.2016, Close 16.50

Datenquelle: http://www.cboe.com/micro/vix/historical.aspx
Zeitspanne: 2004 - 2016

Erkenntnisse in Textform (Chart und Tabelle habe ich unten)

- Median für den VIX ist 16.55 (ca. Close vom letzten Freitag)

- VIX unter 10 kam in diesen 12 Jahren nur 4x vor

- 38% der Kurse sind zwischen 10 und 15

- 62% der Kurse sind > 15

- 83% der Kurse sind < 25

- 90% der Kurse sind < 30

- 67% der Kurse sind zwischen 10 und 20

- 83% der Kurse sind zwischen 10 und 25

- 30% der Kurse sind zwischen 15 und 20

- 45% der Kurse sind zwischen 15 und 25

- Nur 17% der Kurse sind > 25

- Nur 10% der Kurse sind > 30

Fazit für einen VIX von 16.50 (Close Freitag): Statistisch gesehen befinden sich knapp 50% über diesem Close - welch schöne Erkenntnis :) Zudem schliesst der VIX bei rund 62% der Tage über 15...und im Casino kommt auch alle 50% Rot, doch gibt es Reihen von 9x schwarz...

Tabelle mit den Werten

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

Die Klassen sind jeweils 0-10, 10-15, 15-20, ...

VIX Klassen-Verteilung

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

Meine offene Frage ist noch, wie lange der VIX unter einem bestimmten Level (z.B. 15) bleibt, wenn er diesen Level das erste Mal unterschreitet hat. Also neben der Klassen-Verteilung noch die zeitliche Komponente ergänzen. Z.B. Close unter 15, dann blieb er die nächsten 10 Tage unter 15. Oder Close über 30, dann war der VIX im Schnitt nur 5 Tage auf diesem Niveau. Wir sehen z.B. in den Charts gut, dass wenn der VIX sich in einem tiefen Niveau bewegt, er dort auch eine Weile ruht.

Happy Trades allerseits!

 
Zuletzt bearbeitet:
Hast du nach deinen Erkentnissen dich auch gezielt positioniert oder dein Setup zurecht gelegt? E.g falls in XIV, wann verkaufst du? Wann ist der VIX "am Boden"? Oder für den Spike traden - hast du deine Short Calls auf den VXX bereit?


ÖÖÖhhmmmm...

Unerfahrene Leser könnten denken, hier spricht das 'alter ego' vom Don ..

Hätte von mir sein können.. die Frage .. aber.

Ehrlich ! - ich bin's  nicht !!!

(Auf Hönigs Frage habe ich eine Antwort - verrate ich aber erst später, wenn Cello sich geoutet hat)

:)

 
Trotzdem wollte ich die historischen VIX Kurse mal statistisch auswerten...

Tabelle mit den Werten

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


Finde ich interessant, das ganze mal statistisch trocken in Tabellenform zu sehen. In einem Chart sieht man das auch aber dort ist die Wahrnehmung selektiv und so hat man die Fakten klar auf dem Tisch. Vielleicht machts auch Sinn die Steps noch etwas feiner zu wählen als 5 Punkte. Vor allem aber die zeitliche Komponente die du ansprichst, könnte beim Timing für einen Trade dann richtig hilfreich sein.

Also neben der Klassen-Verteilung noch die zeitliche Komponente ergänzen. Z.B. Close unter 15, dann blieb er die nächsten 10 Tage unter 15. Oder Close über 30, dann war der VIX im Schnitt nur 5 Tage auf diesem Niveau.


Ich hänge mich da sonst mal rein, wenn ich Zeit habe. Wäre auf jeden Fall eine lohnenswerte Untersuchung. Eventuell gibt es auch schon ähnliches im Web?

Hast du nach deinen Erkentnissen dich auch gezielt positioniert oder dein Setup zurecht gelegt?


Meine Erkenntnisse aus der Observation der beiden ETNs VXX und XIV sind in erster Linie mal: VORSICHT! Früher habe ich mich lediglich mit dem VIX und den Futures auf den VIX befasst. Don kam dann mit diesen beiden ETNs und sie haben definitiv mein Interesse geweckt. Der Vorteil gegenüber den Futures ist vor allem, dass sie nicht verfallen. Da denkt man schnell dran, zB den XIV auf einem attraktiven Niveau reinzulegen und liegenzulassen. Wurde hier auch ein paar mal schon so geschrieben. Nach meiner zeitlich beschränkten Observation bin ich auf den Schluss gekommen, dass der XIV hauptsächlich in langweiligen Zeiten, wo der SPX noch leicht ansteigt und die Vola tief bleibt, attraktiv ist. in Zeiten wie jetzt kann er sich aber auch als Geldvernichtungswaffe entpuppen. Don hat ja oben geschrieben wieso das so ist:

Diese Beobachtung ist nicht neu und lässt sich hauptsächlich auf zwei Faktoren zurückführen:

a) beide ETF/ETN's sind gemanaged.

Die Transaktions- und Managementkosten sind zwar nicht gross, aber sie fallen bei beiden ins Gewicht.

Beim VXX wirken sich die Kosten verstärkend auf den Kursverfall aus, beim XIV verlangsamend auf eine Erholung des Underlyings

b) Es liegt an der Prozentrechnung ;-)

Ich will es an dieser Stelle nicht en détail ausrechnen, nur soviel: 20 % down von Punkt X nach Y

ist nicht das gleiche wie 20 % Up von Punkt Y nach X.


Merci.

falls in XIV, wann verkaufst du?


Zum Glück nicht in XIV. Habe ihn bis jetzt glaub so zweimal um die 30 gehandelt. Und bin jetzt im Nachhinein froh, wieder rausgegangen zu sein.

Wann ist der VIX "am Boden"?


Wann der VIX am Boden ist? Unter 12 ist Boden, ganz klar :cool: Momentan mit steigender Tendenz. Das letzte mal als das so war, ging es nicht mehr lange bis...

VIX_weekly_20160314.PNG

Oder für den Spike traden - hast du deine Short Calls auf den VXX bereit?


Klar doch, ist Sackbefehl :D Ne ich hab dir ja schon in der PN geschrieben, dass ich mich mit Short-Optionen auf VXX nicht auskenne. Könnte mir aber vorstellen, dass das Risiko relativ gross ist in einem Worst Case Szenario wie zB 2008.

So wie ich das von euch bisher mitbekommen habe, sind wir uns einig, dass die Variante "Bei VIX Spike short" erfolgsversprechender als "Wenn VIX am Boden long und auf Spike warten" ist. Das Setup werde ich jedoch nicht mehr mit einem Long XIV traden. Viel besser Short VXX oder simply Short Futures. Bei Short VXX Calls wäre natürlich die Erfolgswahrscheinlichkeit nochmals höher. Jedoch auch das Risiko relativ heavy, wie oben schon beschrieben. In der aktuellen Marktlage und mit der Expectation eines weiteren grossen Abverkaufs bei den Aktien werde ich die Sell the VIX Spike Strategie vorübergehend wohl auch etwas vernachlässigen.

XIV werde ich weiter beobachten, jedoch nicht mehr handeln bis seine Zeit wieder kommt. Will da keinen Boden fischen. VXX ist durchaus interessant. Gute Sache. Auch die Optionen darauf. Wobei eben, auf der Verkäufer Seite müsste man halt schon auch ein VIX 90 Szenario miteinplanen.

 
Zuletzt bearbeitet von einem Moderator:
Danke dir @cello für deinen ausführlichen Beitrag!

Seit letzter Woche (um 16.50) ging der VIX weiter runter. Seit letztem Freitag, 18. März, bereits Intraday schon mehrmals unter 14. Der VVIX war zwischen Freitag/Montag kurzzeitig von 80 auf 90 angestiegen, seit da wieder abnehmend Richtiung 84.

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NXa4kB1geUxloSOd+pkZB8h+/5bT/Ro4qoFGoLFaEl1swkTy0xuaew/MtAT0sUf53NuxuZ8Ii/5T+MAiySt7x3sMDgCbTEJna1RHFPVEI72KoaAmfOBUTNhyjnJm342InR9mTbS3o7cfgoun/LZNtL0nhoKSw2oXjsHIoYAs0jGowk1n8qPt0j3vOe+JX3xK/szWyWeewES3fWJ9te0oync2qJU86p+XBV9/sD7a87+plmfiUoHEXn60Djb9H5OmR9OpnPxflDS0eZ2PPCsuOde196Rj76cvZj5uiB9tfrs5SpUHNzQEuW9lP/Qos/zxwhi4wcDY6IQW9HWJpo6393hDPxkKWAieQh3o6gKGYCJpmXCsc8iUsKxvbo5Is+/V7myeX3Xs48s/ybExTv+VR8+tPszYqAv+U/rBX+GmpJzpH6cqaWcXaWaic53mIYHsmOoojhCwebeycy1nFhaZ+9E8v7z2wcOd/Z2tN7Wp2Bpj2NMtcSC2biIi0p3ElE33q990phE5195pfImg19LVm6faXO9taOC9V9mCbNWt2dSEkCT6h6FPUzL338/kvOZ1/Y1BLz27fa88890Jxse+n1tvaP61WjT03Xm3Up9DtpxXhF90rqfo6Fox6vZD7xrLGCfc69/8jrL7yk+gMdP8oSGi1ZEoZz78up/A6KaOZjyvrXQuuIl8WvfCoeWBorPH058/T6T5cyu6RBg/NZXufef+SJF156XacQIreWOBp2MBxkOxzcWPZM54+i93Wg97fk0hLnD53ZocK+pKS15QPpJ8spE8wK/3FzSkvEpfEEpeKTpUL2KW9H8FjGQ6SAiZy4NSUpiveoKL/kABa0JGMjl5ftYv2nmZ+daz1ZvzmZ36LL4lek35ygeI/iB6qIqFaHMMRQSwKnmzuHjaNREz1yflfgdLPRmD5ruG/lLYpSFqWfZO1HjoFEzne2Lp3kRE/L0uPw8L6Mb6g36AkYnEbxtWRpxoI8mqmZ2NESzTms9YnF0BJ/i5E/WKTrPfXV6Hovq0BFfVzf+rzmD1BSHC1Z+qFfHpTrjQt1ew7z7sRgRLt8oIk9L9CpH7WvJYZlpnrnn3ugKVWRLl+iF9onja+V7lVV9N+KA+leSc3n6AQqR8q6zVnwYDprRH7ufelAjh8l63C6wyyjx06Q/a+F1hEvK+5cyiMAxVjB5HGhGNValFBLlHt2NGYbaH+9nt5RdL8O1P6W3FpC5Q/8+LQoBpbyuE5veOL9M0Y7V373J9teeuL9DSa/z3ng7HKK+c5bapXsQvasAhIpcSvzUiani3ptiSpaEtR5Un6LbkLp0wotcTDdtOs9iwuVOKwl473Zletq3zAImCg3s/iW5Q00cY+Aaj/KHC3dx1lJXJmQi+5puEJLTM3E+rola30WoiVLp1eUdUuW6XrPqqsoa9y1B3KwAr44WqK5Lac7LtR/VRe9m22Gd+OopEg5ryU5u239x1kDL70sCL1LoSt75mei/3YnUOwtu6bZ8ZKJzA4pHqUkWpLHv5YCuLx8h1JUWEcxtMTo31uxkrh09y9/1wLZlQyFoI3d0TjKEssXh9ZRcmuJ04dW9jsv7QnI6mUQis+62mc+rnfoHpaD0RJ6jBwNjiwFTMw8JDuni2Jtia6BZD/5FUVTekvWk04Xrli9gU0riWtpHJ8lLcYlHMqdWHyL+u0Ze1lK3BLDFw4upWPlpyWZPeiehju0ZH2X8V2BfFZ5t5rEVSC2tMS6CMnn6W9+QVPUrvj3b111dClSEpeqZ9IfF+q/qtpndndieKN9aRxGrfjE+SQu/ZrX/LRkeSfm10oTZcrKl8t5JendUqUXx1DusMKiJcXRkuzO3h1aQi+sJ4pL0QaD4qX8yY6T0DpK9p5VkROnj2KgIprnnTu0Kg58ZqnIRPc2mfoKSHNMO/APxhVaIoqaApKMopRFbYmului+RQ6MPE1HSyz6Bq2Sd/3wgkPREp3MLqVXTPS0nB4XI+c75TfmHS3ZdyHi2mhJjrG1HS3JlcRVINS1JPNF0LMsmloS/NVr439hqU2ZhXRNtcROtES3O8kvd9k+xz61eE2W51s0QBudWHrGwWhJftdqiax8LdMrSU9LHK/6UE3lpMlSo11bQksS9P8uuiJ0YK9ZwrfJ40KxqSXOThCscxqZKZ4cWf3DOK7r5FH0/9k4fRSZ7CtmNEGw05dRMS2B/A9A2blkbbD8MyttaXhTLB+cTeKih0kBSclrS9RaovxJkZ9U/BAd2EsrWiJaGro5OUGwwkykRUUkK6BRW6IsBRFFKb6RnUjWc2F4n37IxVBLFAUn5VRbkovsr23ugXXVRUsUVe86mY2KYhLFvRg7lCZakmdtydIdbm13oh5/61ZElFO0RD0OVpeO6NaW5NQS9R4Mr5Xmg1BeQL3KH/0rSVFLluM8L7TvcXDq3vpHnqineRTFbosULdH7u6jHZ+TlFHOqSIm0JGu053BRmX40xpmjSGNo/ZN37iii0dfB6aNk0BNFuodWhV514jPyko5PvNB+TvpenN7wRPZtskJnrnPFcorSBFz5NmdWeddkZN3Tk1tLRMVMXHKERLnAa+Y3h8rswwfX6qyiKONvfsFi/Yko5l5O0Xh9Q+dn4hLFrCKWVnXNfeB0c9Y6KtaiJa6ficuSJFSXlijWdF/6T4V7qP6zsL+oVFqiNy40SP9VDq1U3Yn8pMJhsjOGy09LRFFvmiwJ7flbjJZs+HjpykzKr6qvldEHkc9MXFS0BACXUpwvQiUdpdwOTQdXaAnIE73phkTRbBkHA3JpSTlBQR7o4ZCWWB1P56klBSWMWYSeluhslpWQpg6PaGfusg41Lal0CtISJ6G48hoAwASnlyup/KOU26Ep4ZYkLpAvep9s3gNKF2mJXPXuCpzQkjw+zXy0pEjQTOLKJwBiefoHXaAlNoGWAFC9ZMKJlO/xV9JRyu3QAJQId2hJJu3KNaES0QEtacnLMMtUS/Ir68/ntohvveJdmuqRrFfzyGnUAi2xCbQEAAAAAHnhDi1xIUWWhDLUkuKhKibxra8vIDyiAlpik7LREgAAAAC4A2gJJaAlxUSRMJbflA85saIlAAAAAACgUKAllICWFJWskndnSvYloCUAAAAAAMUAWkIJaEllAC0BAAAAACgG0BJKQEsqA2gJAAAAAEAxgJZQAlpSGUBLAAAAAACKAbSEEtCSygBaAgAAAABQDIaGhqLRaKnPogIpsiREIpGhoaFiHrFKgJYAAAAAABSDiYmJ4eHheDxe6hOpNIqpJfF4/MqVKxMTE0U7YvUALQEAAAAAKAaCIExOTg4NDZ0FrmVoaGhiYkIQhFL/a6pAoCUAAAAAAACAEgMtAQAAAAAAAJQYaAkAQBRF8SvvFbsBAKiCLzUAwF1ASwAAoogRDAAVB77UAAB3UVPqwiEAAAAAAABAtWCoJcV0IABMiMfj169fL/VZAABKCcMwly9fLvVZAADsMDs7Ozs7W+qzqEC6u7s/+uijUp+FY0BLgAuIRqNXrlwp9VkAAEoJIWRgYKDUZwEAsMPk5OTk5GSpz6IC6enpee2110p9Fo4BLQEuAFoCAICWAOBeoCWUSCaT4XC41GfhGNAS4AKgJQAAaAkA7gVaAqwALQEuAFoCAICWAOBeoCWUQG0JAMUGWgIAgJYA4F6gJZRAbQkAxQZaAgCAlgDgXqAllEBtCXCYzy7xWy+mL88lw7FEvOJIJBIMwxR4iaAlAABoCQDuBVoCrAAtKTEf+slNmxi5lfp0nIfn+VQqVaCZQEsAANASANwLtIQSJa8t8Xg8NTU1NTU1Pp9Peqa+vr5miUAgoNzY5/OpNlY9Ay0pMQ/tYStbS0RR5Hk+kUgUsgdoCQAAWgKAe4GWUKK0tSU+n6++vl56XFOTEYe6ujqVjchIohIIBOSNVc9AS0qM0kkqVUtEUYzH44W8HVoCAICWAOBeoCWUKJPaEtkrAoFAXV2d7jZ+v192mPr6er/fr30GWlJioCVWgJYAAKAlALgXaEkF4/V65Swsv99fV1cn5WV5PB7lZkoJ8Xg8Pp9P+wy0pMRAS6wALQEAQEsAcC/QEkqUvLZEpr6+XjITOYPL6/XKNSQitMQVQEusAC0BAEBLAHAv0BJKlM+6JV6v1+v1mjyDJC4XAC2xArQEAAAtAcC9QEsoUdraEp/PJ2dqeTwev9+vfMbr9fr9fuX2DpS8x2Kxd955p66u7n8Ay/zt3/5tc3Mzx3E5P9G8teTqu3fUPL5v6dEd715Vv3jHu1evvnvHHe/uy3553+M1mfdlse9xxbP7Hs9M6Kba8Oq7d9QokPZqtLEu0BIAQIFASwBwL9CSSkWeIFgOjMgTBMvPyBLiwATBL7744iOPPHL+/PlRYJmTJ09+4xvf2LlzZ86PM18t2ff4He+++3hGN/Y9nu0lS8py9d077nj3qvL1LPtQ7EypFcvb6G+tPIJi10sHMwVaAgAoEGgJAO4FWkKJ8qktcYTcWvJXf/VXwWCwWOdTOezZs+e73/1uzs3y05KMAux7XFcJ5P9afloSjKvv3qHVDOlJXQMx1BL5BeWBrXgJtAQAUCDQEgDcC7SEEuVTW+IIubVEjryAvBgYGFi1alXOzfLSEjlEodQDZbRDx1b2PW6aZ6U2EClfS3971W6XD6bOJdMCLQEAFAi0BAD3Ai2hRJmsW+IUZloSDAaDwSC0xB4DAwN/8zd/E8yFSkvyZ9eamjW7sh4wzMX/vv32/7649HDNmuVXjN+e+9lda2qW9pr5wFv+NwAAIABJREFUz5qampqa29esuV35vC7xeDznpTAhEAicP3++kD0AANzO7OzsuXPnSn0WAAA7jIyMjIyMlPosQLljpiU3bty4ceNGvlqysaFx7boNa9dtaOvYW/DYPjfa09POUCYq6m+kkn9p5RcZ7faFMzAwsHLlyhu5UGlJMn/af1Lzk/bk0Fu31fykPfPU0Fu33fbW0PKDrBf13q1G3kHOLc1eUBCPx3NeChNGRkaGhoYK2QMAwO2Mjo729/eX+iwAAHa4dOnSpUuXSn0WFUhbW9s777xT6rNwDIeTuD7buqOz65D8mLaZSFKhfMbv9+tqRl1dnby8ixLlJGXOQiOJS5+r795xx+OP6xSZKJKulMleWSiSuPQfqvapeZ/hnrNAEhcAoECQxAWAe0ESFyVQW2K8r/7Bz7buUD6zdt0GURRHb4xtbGj8bOsOZQjl+IleZVBFem9eYZa6ujrt6dXV1Xk8HpWWBAIBaWMt8pqUjlM8LZHqQZTOkBEV9XN6JSD6EwQvbWhmKpggGABQTKAlALgXaAklktVTW5L5P8tacvxEr8ooPtu642z/4OiNsbXrNpztHxRFcWNDo/TMxoZGaZu2jr3HT/Se7R9cu27D6I0xcUlmLKI8Pa8C5TZ+v7+urk4aQ8uLvMjPWz9WXhRRS1wAtAQAUCDQEgDcC7QEWKFIWiJLSGfXoc6uQ3KoRGqdXYeUkZaNDY2Sn1hBPr1AICCtYK9bWyJncHm9Xjk84vF4KIVKRGhJNtASAECBQEsAcC/QEkpU3boljiRxyc/LWqISmMK1xGIVu1JapPJ3iwfKF2iJEmgJAKBAoCUAuBdoCSVQW2KGsuS9rWOv5B5SEpdkGnISl/zMZ1t3SElcBWqJjDZa4vP55Nwtr9fr9/tF04ITR4CWKIGWAAAKBFoCgHuBlgArOL+corZyXUrikiYONi95l15yUEvkV+UJguWXlK5CA2iJEmgJAKBAoCUAuBdoCbBCMVZ5V9aWVA8WteTB3WzFawnP84lEopA9QEsAANASANwLtIQSSOLKG2iJCR/6SWVrCc/zqVSKYQr606AlAABoCQDuBVpCCWgJsIRFLRFFcf0AefMUs+tK8tpcIl5xJBKJAp1EhJYAAKAlALgZaAmwArSEFta1BOQEWgIAgJYA4F6gJcAK0BJaQEscBFoCAICWAOBeoCWUQBIXsAS0xEGgJQAAaAkA7gVaQgloiRnSLMBr1204fqJX1Ftg0XGUp+fxeKRZgFVrt+uutGi0sVNASxwEWgIAgJYA4F6gJcAKTmrJxoZGyUZEUVy7bsPZ/kHaWiJ5hfTY5/PV19fLz+tuHwgEpJd8Pp+8lmJdXR2Ntd6hJQ4CLQEAQEsAcC/QEmAFx7TkbP+gchZgaSl3WUs6uw4poyiiIq4irwqvWmAxJ5JXaE9Pdg8t9fX1UmxEueSi1+ulETCBljgItAQAAC0BwL1ASyiBJC59jp/o1eqEpCWjN8bWrtsgPbN23YbRG2PKjaWXlGubtHXsle0lJ6rTk/K1dDXD7/fLERJlaKWurk5WFAeBljgItAQAAC0BwL1ASygBLdHHREuUL0nKIYnK2nUb5BQvOVSiCqHkRPf05KiIEo/Ho3yyvr5eygHzeDzQkjIHWgIAgJYA4F6gJcAKtJK4Rm+MicZaIm8jZ3bpWo0VdE9PmaOl3FK3hkSlK04BLXEQaAkAAFoCgHuBlgArUCx57+w6ZCWJq61jb2fXIWkbSWYkk7F4UGXJu8fjkR57PB6/36/cLBAIyBlcoiKJy6QQpUCgJQ4CLQEAQEsAcC/QEkogicsMOQtLNUGwtuT9s607jPK48gqb6E4QLIdKdKVFQk7iUgmMU0BLHARaAgCAlgDgXqAllICWAEtASxwEWgIAgJYA4F6gJcAK0BJaQEscBFoCAICWAOBeoCXACtASWkBLHARaAgCAlgDgXqAllEASF7AEtMRBoCUAAGgJAO4FWkIJaAmwBLTEQaAlAABoCQDuBVoCrAAtoQW0xEGgJQAAaAkA7gVaAqxAS0tGb4wpV1ekh+4EwarlEb1eb40Cafpgo42dAlriINASAAC0BAD3Ai2hBJK4LFEcLZG8Qnosr5AoGp+zvHiiz+eTV1esq6vTXf29QKAlDgItAQBASwBwL9ASSkBLLKGrJapFFZXbtHXslVdR3NjQKC33bo7kFdrTM1m4vb6+XoqNeL1eeclFr9dLI2ACLXEQaAkAAFoCgHuBlgArFE9LRm+MrV23QXq8dt0GSTw+27pDfiAt9z56Y0xe990KqtOT8rV0NcPv98sREmVopa6uTlYUB4GWOAi0BAAALQHAvUBLgBWKpyXHT/TK8ZC2jr1SwKSz61Bn16Gz/YOdXYfaOvaO3hjr7DokvWQR3dOToyJKPB6P8sn6+nopB8zj8UBLyhxoCQAAWgKAe4GWUAJJXJawqCVSbEQyk+Mneju7DsnxE4vonp4yR0u5pW4NiUpXnAJa4iDQEgAAtAQA9wItoQS0xBIWk7hEUdzY0KhM38org0t5ej6fz+PxSI89Ho/f71duFggE5AwuUZHEZVKIUiDQEgeBlgAAoCUAuBdoCbACRS2RqtulJsVJVCXvElKERHq8saGxs+tQXgfSnSBYDpXoSouEnMSlEhingJY4CLQEAAAtAcC9QEuAFbCcIi2gJQ4CLQEAQEsAcC/QEkogiQtYAlriINASAAC0BAD3Ai2hBLQEWAJa4iDQEgAAtAQA9wItAVaAltACWuIg0BIAALQEAPcCLQFWgJbQAlriINASAAC0BAD3Ai2hBJK4gCWgJQ4CLQEAQEsAcC/QEkpAS6yiXLpEfny2f1B3ZRKj53OiPT3tWoper7dGgfSqPJswjbUURWiJo0BLAADQEgDcC7QEWKHYWmJ4Hra0RPIK5TN+v1+5bokKefFEeTlFkVo4CFriINASAAC0BAD3Ai0BVihZtOT4iV5pacXPtu44fqJXen5jQ6O89mJOpFXbVadXV1fn8XiMtKS+vl4VG8Eq764AWgIAgJYA4F6gJZRAEpdVVAu9q7Rk7boNozfGpAeSliifkR5YQXl6XgXaLf1+v2Qyyu2RxOUKoCUAAGgJAO4FWkIJaIlVTKIlypStto69crREemZjQ6MNLQkEAlJelpGWeDweXQPRhlAcAVriINASAAC0BAD3Ai0BVqgcLdGta1dtGQgEtHsw0pgCgZY4CLQEAAAtAcC9QEuAFUpWWyJnam1saHRES2R0NSMQCCgzuHw+n8fjkR57PB6/35/Xn2YFaImDQEsAANASANwLtIQSSOKyio2Sd2ljB7VEflXpIRLyBME0QiUitMRRoCUAAGgJAO4FWkIJaInDbGxoPNs/SPUQJQFa4iDQEgAAtAQA9wItAVYomZbIM3RZnA7YdUBLHARaAgCAlgDgXqAlwAqlj5ZUKtASB4GWAACgJQC4F2gJJZDEBSwBLXEQaAkAAFoCgHuBllACWgIsAS1xEGgJAABaAoB7gZYAK0BLaAEtcRBoCQAAWgKAe4GWACsUVUs2NjR2dh1SPnP8RK88L/DyOSkmCzbB5/NJM/xq12jXvmSyMSWgJQ4CLQEAQEsAcC/QEkogics+x0/0yiuZSOjODmxRS6RV2wOBgPYMtS+ZbEwJaImDQEsAANASANwLtIQS0JKCUHrI2f5ByVI6uw5JkwUfP9ErWtMSv99fX18vPa6vr1cu0659yWRjekBLHARaAgCAlgDgXqAlwArF1pLOrkPyQiVtHXs7uw6N3hhbu26D9MzadRtGb4zlqyUej0eZmqV9yWRjekBLHARaAgCAlgDgXqAlwArF1hKVhIiiePxEr1JUjp/ohZYAFdASAAC0BAD3Ai2hBJK4CkVyD9lGCtcSJHFVPNASAAC0BAD3Ai2hBLSk4EP2D362dcfGhsbRG2OiJn5iMYlLRMl7NQEtAQBASwBwL9ASYIXSrFuysaFRKR42St5FvTl/5VPFBMEVBrQEAAAtAcC9QEsokUwmw+Fwqc/CMbCcIi2gJQ4CLQEAQEsAcC/QEkogiQtYAlriINASAAC0BAD3Ai2hRHd390cffVTqs3AMaAktoCUOAi0BAEBLAHAv0BJgBWgJLaAlDgItAQBASwBwL9ASSqC2BFgCWuIg0BIAALQEAPcCLaEEakuAJaAlDgItAQBASwBwL9ASSqC2ZJmNDY1r122QJ/Pt7DokL4you2W+UwDni9fr9Xq9ymd0T76+vl6aLNjj8Ri9va6urqamRl6E0ev1qjbOCbTEQaAlAABoCQDuBVoCrGBfS872D0oS8tnWHdLCiPKqiCo2NjRKNiJtc7Z/kIaW+P3+mpoapZZI7qHazOfzyYJRV1cnL2OifLvf75e2qa+vDwQCoq2QEbTEQaAlAABoCQDuBVpCCdSWLL0zW0vaOvbK7qHabGNDo/I/5XXcpRCKHGA5fqJXiqh8tnWH7q7Mqaur83g8ynCHyclLeL1eWUuUb1dpicfjsbEII7TEQaAlAABoCQDuBVpCCdSWLCN7xeiNMaV7KDl+oleb2XW2f3Dtug1yjEX7IF8t8SrI+htMtaSmpkYKhmjfLiVxeTyeQCAgGU6+QEscBFoCAICWAOBeoCWUQG2JDlKo5LOtO5SlJhJGWiJvtrGhUY6fKPdm/W8IBAJSEUheWlJTU+P3+83fLoqiFCqRylHkUhMrQEscBFoCAICWAOBeoCWVisfjkYom5MQin8+nekZG+5LqGQe0RDIK2Sukx8pXlYEUKR5SuJbIV6G+vt7r9dYoUJWXaN8bCATkOIkoiiZv9/v99fX10v+Koig9Nj8xGWiJg0BLAADQEgDcC7SEEqWtLZFu3EuP5SG3NMaWBtuq7bUvqZ5xQEskDzHSElFT8t7ZdUirJaIiiUu5fV5YiZboXiajt0seAi0pOdASAAC0BAD3Ai2hRJnUlsija3nMLGqGzdqXtM8UqiWdXYdkwdBN4pKQatl1JwiWtaTAkncxl5ZIj+UwizY2onq71+tVXiwkcZUQaAkAAFoCgHuBllCiHGpLpLQjKQtLaRqqKaO0L2mfKcflFDc2NKriLW4EWuIg0BIAALQEAPcCLal46uvrdU1D3sBlWiJHVIzWZHQX0BIHgZYAAKAlALgXaAklymfdEinnqMRJXMAIaImDQEsAANASANwLtIQSpa0tUa5R7vF4JAkpcck70AVa4iDQEgAAtAQA9wItoUTJa0vkmm25PFs7C7CsEsWYIBjoAi1xEGgJAABaAoB7gZYAK+TWkr/8y78MhULFOp/KobOz8/777y/1WVQI0BIAALQEAPcCLaFE+dSWOIKZlkSj0Wg0+stf/vLnP//58PDwKLDMwMDAfffd98knn0SBE8zMzFy6dKnUZwEAKCXhcLi/v7/UZwEAsIM0Oir1WVQghw4d8ng8pT4LxzDTkitXrly5cqWvr+/f//3f//qv//r/AZapq6t79dVXL126dAU4waVLlwYGBkp9FgCAUnL58uVz586V+iwAAHYYGhoaGhoq9VlUINu2bXvrrbdKfRaOkTuJC4CSE0USFwBVD5K4AHAvSOICVoCWABcALQEAQEsAcC/QEkpUUW1JMc8DABOgJQAAaAkA7gVaQonSrlviONAS4AKgJQAAaAkA7gVaQomSr1viLNAS4AKgJQAAaAkA7gVaAqwALQEuAFoCAICWAOBeoCWUQG0JAMUGWgIAgJYA4F6gJZRAbQkAxQZaAgCAlgDgXqAllEBtCQDFBloCAICWAOBeoCXACtAS4AKgJQAAaAkA7gVaQgnUlgBQbKAlAABoCQDuBVpCCdSWAFBsoCUAAGgJAO4FWkIJ1JYAUGygJQAAaAkA7gVaAqwALQEuAFoCAICWAOBeoCWUQG0JAMUGWgIAgJYA4F6gJZRAbQkAxQZaAgCAlgDgXqAllEBtCQDFBloCAICWAOBeoCXACtAS4AKgJQAAaAkA7gVaQgnUlgBQbKAlAABoCQDuBVpCCdSWAFBsoCUAAGgJAO4FWkIJ1JYAUGygJQAAaAkA7gVaAqwALQEuAFoCAICWAOBeoCWUQG0JAMUGWgIAgJYA4F6gJZRAbQkAxQZaAgCAlgDgXqAllEBtCQDFBloCAICWAOBeoCXACtAS4AKgJQAAaAkA7gVaQgnUlgBQbKAlAABoCQDuBVpCCdSWAFBsoCUAAGgJAO4FWkIJ1JYAUGygJQAAaAkA7gVaAqwALQEuAFoCAICWAOBeoCWUQG0JAMUGWgIAgJaA8mQqLnB8qU+i7IGWUAK1JQAUG2gJAABaAsoQjhdXbGYOjsFLcgAtoQRqSwAoNtASAAC0BJQhp6f5mzYxH/pJqU+k3IGWACtAS4ALgJYAAKAloAxZe5arbWR+cRRakgNoCSVQWwJAsYGWAACgJaAM+cEe7s0z5O/b2FKfSLkDLaEEaksAKDbQEgAAtASUG2ki3uJlJuPCLV4GVe/mQEso0dfXt23btlKfhWNAS4ALgJYAAKAloNw4Ms5/t4MTRPFrLezwglDq0ylroCXACtAS4AKgJQAAaAkoN948Q/5whvCCuMbH7b2OcIkZ0BJKLC4ujo+Pl/osHMMBLemZxFcR0AVaAgCAloBy47sd3OExnhfEP5whb/eh6t0MaAklUFuSRZwVv9bCpvFlBDSBlgAAoCUqsFZGaYkw4orNTJQReUHc8yX/mI8r9RmVNdASSqC2JIvhBeGmTQxuEgCqQEsAANASJRwvrmxiL8yjnqFkdI7yP9jD8YLIC+LFeeHr2zAZlxnQEmCFQrXkyDj/rVZ2ZRM7GsGPI6AFtAQAAC1R0j3Br9jM4A59CXntJHmnjyOCSAQxTcSbG5g4xMQYaAklUFuSRdMl8nw3+VM/eaQTP46AFtASAAC0RImnh7x3jnx9G4vyzlLxrVb2xAQvaQkRxL9vYwfncH/WEGgJJVBbksWbZ8h750iaiN/cwXaO4scRUAFaAgCAlii5fQt7LSx8PsI/uBv3BEvAbEJYsZlJE1HWkicPc02XkNBuCLSEEqgtyeIXR0nLZUIE8ViAR+07oAS0BAAALZEZnBO+uYOVb9LjnmDx6bjGP9zJyU5CBHHDIHntJMZAhkBLgBUK1ZIHd3MnJgjhBcILTx7mUPsOaAAtAQBAS2Te7iNvncn0vCcmyLdaWSwxXmRePEH+1M9JH4HUum6Qf9mHyJUh0BJKoLYki9u3sKNhgfAi4cVAVKhtZFD7DhwHWgIAgJbIfKuV7ZvmpZ6X8OIP9nDbr+CeYFH5WgvbPyPIH4E0BFrZhJp3Q6AllEBtSRY3bWKUQcz3zqH2HTgPtAQAAC2RGI0It29hlT3vUFBAEnUxGY8KtY1Zgx+p1TYyCyncmdUHWkIJ1JYsMx5V/zgmOPHr25DnChwGWgIAqGwtiTCiRa/YNER+c4KoBsQ/PchtGoKXFIntV8gaH6fVku92cEfGMf7RB1oCrFCQlvRM8t/fzXG8oGwHxwhu2wBngZYAACpbS87N8ha94sHd3NEAUfW810L8qmY2wtA+TSCKovjUYa7xonrww/HCyz0EcmgEtIQSqC1ZpvUqefIwx/Giqq3xofYdOAm0BABQBC05Ms4/dbg0echNl8iq5tx39BZSQm0jk+LU3S7Hiy90k7VnkURdDFY1s5cXBO1H0HCePHcMgx99oCWUQG3JMuv6ye9PE+03czSM2nfgJNASAEARtOS1k6RUVctvnCK3eJmc99q3DJNnjup0uxwvTsaE2kZmNoGely4jIWFVM6v7EfRO8v/Yjqp3faAllEBtyTK/7iaNF/V/H1H7DhwEWgIAKIKW/H0be3NDaUb2PzrA/deZ3AGTx3xc2wiv2+1yvPhfZ4inB3fr6fLJBUMzXEiJKzYjkU4faAmwQkFa8kgn13mDZ3lR22KsePsWdiSE2zbAAaAlAADaWhJnxZVN7BpfaaqWv7mDPR8U1nSZVa7HWbG2kQmldfpcqc2nxJVNLFIVqPKYj9t6mRh9BBj5GAEtoQRqS5aRfkaNvpw/9XFbhnHbBjgAtAQAQFtLjozzj3Zyvz9DPvQXu+dKE/GmTUySEwfnBJOASecoX7+XM+pzpbZhkPziKHpeitQ2MtfDhiOfRzs5TEaqC7SEEqgtWeYWr9ltmw/9iCYDZ4CWAABoa8nbfWRdP9n1JV/8quXhBeGbO1ip61zTxTVd0j+BXxwlTZcM79PLqQqrmnHDnhaDc8LXWliT6/9/T2LiAX2gJZRAbUkGaT4Qky9nD2q/gENASwAAtLXkB3u409P8+aDw923F7rn2Xucf7cyEQQbnhK9vYznNDXeOF1c2seNRw/v0ylSFjmu4YU+F9QPkhW4zM9x+hTxxEFqiA7QEWMG+lgzOCavbWIYIRm0xJdziZbCACSgcaAkAgKqWpIlY28hEGSHBCrWNxa5aXj9A/u9JIveea7q47VfUfWf3BP/93ZxJnyu3V3tLkIdWMXC8OB41jDU93Mm1XiUmF39gjv/mDtyQ1QFaQgnUlmTYe53/SRfHENGk3dvKDs4hlAwKBVoCAKCqJedm+Yf2ZHq01W3s8EJRe66nDnOfXiRy1zmgFzB57SR59ywx73Ol9ucB8tpJaIlNXjtJbm5gnjtGtHLC8eKKzcxEVDC5+FFGvLkBN2R1gJZQArUlGTYNkf/8gjC8aNJ+eZR8cgHfTlAo0BIAAFUtWT9Afnc606M9fYTsvV7UJKh/bGdPTfPK3vMnmoDJ7VvYqyHBvM+VWusIjzwie2waInfvYL8MC2/3caua2ddOEuVs0T2T/L2tbM7rf28re2EeN2TVQEsogdqSDK+dJH8ezKElH58nv+6GloBCgZYAAKhqyaMHON9YRgz+PEjePFPUnmvFZmY6kaUcqoDJhXnhrm25B8RS+2KS/24HtCRv9l7nVzWzY9HMBxFMib8/TWobGVlO3unjXu3NMexhePFxn04OHoCWACvY15LHfFz7NZImgkk7M8N/qxVJlqBQoCUAAKpaUtvILKQyPVfXDfKYr3jD+tmEsLKJ1XagD+9fHt2uPcu9eSZHhyu3ayH+9i3oefPj9DRf28j4g7zqYgai/Cu9ZFUzu/Ys990ObveXuT+FP57j3jgFLVEDLaEEaksySEHnNBFNWoQRb25g4vh5BIUBLQEA0NOSC/PC6jZW7rkCUeFrLcXrt46M89/fzWk70GMBXg6Y/H0b+8Vkjg5X2W7ahLXG82AkJKxsYo8FDK/wtZDwy6PkFi8zl8x98Xd/yT/ciWiVGmgJJVBbkmFlE2te+CXXDp6exkyFoCCgJQAAelriPU9e7c2qJl/ZxBbthtonF8gL3fq17A/t4bZfIeNR4fYtrJVid7ndvoU1mU4KKJlNCLdvYdtG+JxX1cqYhyHi1UVhVTNux6qBllACtSWiKIpxVrzFy1j5fr70Bdk0hGgmKAhoCQCAnpY8dZjruJY1Kn1oD3dutkg31Dw95M8D+lpyPMB/fRv7oZ/8x3FLc3DJ7TsdHG4IWiHOit9qZT8czO/y5mwrNjMRxKuygZYAK9jUkpGQcNc2SzdvPr1InjqMaCYoCGgJAICelqxqVgf/X+klRkutO87DnVznqOGt+od2cys2M0fGc9/LV7bHsaKiBThe/Jd93Cu9DjsJQ8T729meSVz/LKAllEBtiSiK4pFxvn6vTi6stvXPCV/fhmgmKAhoCQCAkpaMR4W7d7CqnuuTC8TTUyQtWdXMXlkUjPrQYwFeuvVuvbAkTcRXepGnkJtfHCWP+yyNZPJtL3RjdQQ10BJKoLZEFEWx6RL5j+PEypdTSvdCNBMUArQEAEBJS7ZfIb88qu7OzswIP9hTjDi/1EWad6OfXrTU2yrb+gGCyaDMab1K7m9n46zzTpIm4geD5MUTuP5ZQEsogdoSURTFt/vI231W7zF8fzfXPYFoJrAPtAQAQElLnu8mW4bV4/6FlFjbWIzbaYNzWZOAOdV2XuWfRPq0KZ4esn4gb9+z2A6PY+kYNdASYAWbWvLMUdI8zKU4wUp7pYes68dtA2AfaAkAgJKWfHMHe3mR1/Zcd+9gp+LUJ7PquMY/7rPamVpvJybIg7sxLDbjwd3coTHi+JWX2lSMX7EZWSJZQEsogdoSURTFH+zhjo7zKU600lqGyZoiLk0FKg9oCQCAhpbMJoRVzaxuz/WTLu7gGPU4/5tnyJtniMXO1HobCRV16RU3UtvITMUEx6+83FY2YY7mLKAllEBtiSiK4tda2MuLQoqIVtpgUMCKs6AQoCUAABpa0jnK//wQp9tzvd3HfTBIPc7/04Pczqu8xc40r4YVFU0YjQirmlkal11u/7q/GFrrIqAllEBtiSiK4k2bmBibx/eztpFZSOG2AbAJtAQAQENLfnuSfDBIdLut9mvFKM/4VivbP2f1Hl9e7bYtxUhCcymdo/y/derrqFPtlV6yfgDp68tAS4AV7GjJeFS4bQub5ATr7f/s5TpHcdsA2ARaAgCgoSWr29hzs7xut3V+nl/dRj3Of4uXCSbz6Eytt+90FG9FSNfxTh/3215C47LL7bNhDrMOKIGWUKLktSX19fU1NTU1NTUej0f1TE1NTSAQUG7s8/mk530+n+4zdrTk9DT/7XYuyYnW2297ydt9uG0AbAItAQA4riVxVlzZxJr0XCs2MxzNgf1ISLrHl0dnar097uP2XoeW6LPGx30+wlO68lI7PS3c24r09WWgJZQobW2Jz+eTbaSurk5Si7q6OpWNyEiiEggEampqdJ+xoyWtV8nPD3F51X61j/CPHsBtA2ATaAkAwHEtOTLO/+t+s77s/nZ2eIFiHtTBsRwnUEh7pQcrKhry9W3s4BzFevcUJ84nxZsb6Gqtu4CWUKJ8aku8Xq/P5wsEAnV1dbob+P3++vp66XF9fb3f79c+Y0dL1vWT353WT8Y1aiMhYWUTbhsAm0BLAACOa8lbfeSP58z6sl8cJR3XKI4rP/STV3rz60ytN6zoQmKzAAAgAElEQVSoaIS0hCXVwhKp3b2DvTCP8p4M0JKKR4p7+P3+uro6VVqXhFJCPB6Pz+fTPmNHS148QT4ayvuXdGUTOxrB9xPYAVoCAHBcS36whzsaMJsF64NB8uYZiiP7X3fb6UwtNqyoaMS5Wf7+drrTcEntcR+3/QrMMAO0hBIlry2RqKmp8fv90mM5g0uKn8jb0NKShzu5fdfzTsr8t07kuQKbQEsAAM5qSZqItY1MKG3WbR0co5t+/N0O7uAYrQqH7gkeKyrq8skF8utuQrWwRGqfj/APd+IjyAAtoUTJ1y2RykJ0i0m8Xq/X65X/k1YS1zd3sINzQr7fzz+cRkAZ2ARaAgBwVkvOzfIP7Moxd8tkzP6iW1Zuw61sYscieXemFttVrKhowMs95KOhYmhJKC2uasY0zRmgJZQobW2JsnhdQlkE7/V65RCKBJWS9xWbmdlE3t/PXdf4f9mH2wbADtASAICzWiKVXuTsuVY2sRFbyxI+cZAbnDMbjy6khNpGhuqwGCsq6vKP7Wz3BN1puOT2nyewekkGaElF4vF4ahRIsRF5gmA5VCJLiPMTBEu/pAlWyLdNRPkVm/ETCewALQEAOKsljx7gOq+TnD3Xv+7nTk/bST++t5X19JiNR09P8/d/ztroTK03rKioy4rNzEyc4mVXtp5J8s0diFmJIrSEGmVSW+IUeWvJ4JywutXmL+ltW+hOtggqFWgJAMBZLalttDQ29fSQTy7kfbeb48WbG5hVzWza+K1Nl8gvjuT2okLat9uxoqKakZBw1za6Nqhqd+9g8SmI0BJqlLy2xFny1pLOUf6RTi7BiTbaj7u41quIZoK8gZYAABzUkgvzwupW1kq39dkwedk06GG0/7t3sD/cz5nML/zGKfLeOWKvM7XYHsOKihr2Xud/3GVzDGOvvXeOvHgCIx9oCS3KZ90SRzDTkrN6vLpv9LH26Z6+ARvtP/YEnuyY0t0tAAAAUBxe3Tf6s44pK91W0/HL92wJ57v/Px689uD2+f/2Xf/u9gWjbb6/ff6PB6/Z60wttp91TL26b7SwS1VpPLc78OzuANXLrmq7e8/XfpI82ddf6j8dAHdgqCW6z752krw/YPMGz8Ex/v52JFmCvEG0BADgYLTkNyfIxiFLHdliWqxtzLsq8s0z5L/OcItpcWWTYXXHXdvYgTmB6n3697GiooY1Pq7jGl/MaEmCE//VNG5WJSBaQolqry356UFu+xWb6bAzceEWL8NV+3cT5A20BADgoJY8eoDruGa1I7t7Bzseza8q8tEDXNsISbDC88fJ+/06U1CmiXhzAxNJ061q2H6FYEVFFV9rYa8s8sWsLUmwwtZhjuoCOK4AWkKJaq8tub+d7ZnkE6xor921jb0wj6p3kB/QEgCAg1qyuo09NSVY7LYe83Gdo/ndTvtaCzswKyRY8dSUoDsR0/CCcPcO1nZParEdD/AP7an20bCSCCPWNjK0L7u2LabE2kZmNlHVgx9oCSWqqLZE99lVzeyXYftx58d83JZhxJRBfkBLgOOwLEcIEYTMQIHneeV/OgjDsJxizxxHWBYjRTs4qCUrm9gbEasd2Ttnyfv5LD0RYcRbvIz89ntbWe0Uw8UpvL6CFRWz6ZnkH9hV1Hp3uf3qOPnAX9WDH2gJsEJ+WiLFnQv5Zv55kPy6u6q/mcAG0BLgOKl0ejEUXgyFw5HoYigiPU6l0s4ehWFYac/Klko7fJQqwSktybcj67jG//RgHiZ5bpZf3bY8zdf7A+R5Ta/3x3Pkt71mxS1xVliMM8Focj6WjjH2ayFubsByYctsGiIvnqA7+5lROz7B39ta1YoILaFEVdeWSBN+x1nBdjseIKvbqvqbCWwALQE0iMbiKmEIhSM872T1WzgSVR0iGo05uP+qwiktGY0Id7bk0ZFdWshvQCktSCK/fTTM1zYyqgVMnjzMNV3iTA46G0pMBMNLLRJK2Ox5b9vCVnnukJJfd5NPLphddqrtrm3s4Fz1fhbQEkpUdW1J9wT/T7u5OCvabnMJ8eYG9Q80AOZASwANeJ4PhSMqbYgnkk7tP5lMaUIlEULw82cTp7SkZzJ3RxZjhFCCXYgx89F0MJL66uZ0MByPxuKxWCKeSCYSyVQqnWYYTu/TfLmH/KmfKPf2b53ctstZW97fzn4xyRsdfTHOTgQjyja1ELPX5367navmobCK+9vZk1NCIWOYQto7Z4kn/zVwKgZoCSWqurZkyzB55ggp8Jt5786qvmEAbAAtAZRIpdLaJCtHzIEQXs4Nk1simSp8z1WLU1rSepX87JCOlkgqEoykZhYTKitYvTPVO6oOfMmqGY3FU6m0rCgP7eH2fJmlHG0j6tLzFZuZ6bjx/btwUnUCE8GIvQ7XRr1+BXOLl1lIlcZJ4qx4eVFY2cRW7W1ZaAmwQn5a8nYf+a8zXIwVCmnPHCEfVXfhF8gXaAmgRyQao5Fnpc0QC4ejNErqKwyeF4yuklNasn6AvNpLlL3SYoKZXowHgmGj9szB5KeDsXA4qg2vZX3EkWg6zaxsYq+HeeX+51NCXdPyLMNTcaGuiTXpJacXY6oTmAhG7HW4r/aSTy6gwxVFURxeEO7daXbZi9D+aTe393qVWiK0hBKTk5Pnz58v9Vk4Rn5a8twx0nSpUC1pusQ95sNENCAPoCWAHhxHtOPLNFNQofBEmJlZUO+TYXLUJ/A8H48n0mmG47h0mkkkU4VoDCF8IpFMpdMcx7Ecl2aYZDJV4N8lkUymUqk0w7AsxzEMm0qlE7Yy3wjh02kmnkhGozoj/nAkGonEYrFEMpniOE50Tks8PWT9AJdLSCLTofh8LB1KcpE0v36AU65LyPMCR0gqlY7G4qqY2NXp8Fc3p4PRVCSdZT4v95B3zmY6viPj/D/tNutJJ+ejqvOZDsXtdbjrB7g3z0BLRFEU917nf3ao0AFM4eOfH1XrAibQEkpUdW3JQ3s43w3DdFjrcUwbi+aCagZaAqgSjyccjGwIgvCtHemPz2UFYWKxRM43ajPKCpkZjOU4rW45UjmjjS8thsLW304IiSeS4bBRTpRRi4TDEUe0ZI2Paxvho2lem6w1EYzMhBKhBKvqtg6P8SbL4TEMK89tsHs4+u3P0xPByEQwuhhf3k/fzPJcvZ9cIM8fN0uHnghGVWe1EEvb63DbRvhfHIWWiKIovnlGXfNT/DaXEGsbmYVUNUZNoSWUOH/+/P79+0t9Fo6Rn5Z8rYW9tOBAudidLVhUEeQBtARQhef5kLYOxO4IPplK/3+fpX+8L5nvBF+RiHq4Hw5H7Z2DaBAFckRLtPlpFrWEZVnd94bCkWgsLteRp9NMMpmKJ5LRaNbG8wuL/f39oVAkmUwVMmHa/e3s8TF2aj6mLSsPJfVL4QPR3HfTGIYNh6PvnYo/d3i5MmQunJR3cl8r2z3Bi6Lo6SF/HjAcH8cYQStLRieWs30xiRUVMzx6QF3zU5L2zBGyaagaRRFaAqyQn5bctIkJp/G1BMUGWgJoo1f7bmfWLJ4XQuHIX3+S/urm9NxSHpeVoIeuRSyGwlL+kg14XiialoTCkVwnw0c1MZZQOJJMpliWMwlMCYLAMBmZkbREfm86bTPqfutnTP+4Ohyh9Afddl+rpbtpTx9Mv3cqnmU787FIio+z4p8HiBS4qN/L7b9uOD6OprVaErXd214L515RkePF4YXKv1G4qpkdDZdsGi65+W7w1blMArSEEtVbWzIVF25tdqZcrOkStwblJcAy0BJAG0EQ9NYYiee7n1g8MTwVuWNL+nufpw5ciVqPeMQTSV0ticdzZ3/pQk9LtKdq/jdyHBdSp2xF4olkXhEPluPC4aisJbb/nHSauWkToyojmY+lc3ZbL/eQDy1M1nJ/O3vkRkpVGTI5Hw2nyHiUX7GZibPiqmb28iJvdKDFJKsuLFm0WVgitZwrKp6b5d/uq/AbhQupHNMMFLPdtqUaE0agJZSo3tqS09P8t9u5GCsW3lBeAvICWgKKgO6K7Dnr1JVwHLcYCveORr/3eer3XyRePp5YtFY9LwiC8RRPNld4FAQdLXFkGfu8tEQ3DJXXVZWRSt7Vh45ECbF6fViWPT8RXfVZOhCMyG0hzlrptvZd5x/uzH037RYvMxUXg7GsQwSCkamFeCTNr/Fxm4bILV7G5ECLCU713rlIqpAO986WHCsqrh8g97dX+P377gn+h/udGcAU3l4/RapwHgJoCSWqt7ZEmuvdqa8lykuAdaAloDjEYura95Dl2nc53rJ7OPqT/clj16LfaElbjLek0jrLpxTuEsXTkoi+luj9XRGOszkgk7RE6zmRSMzKZ8RxZDEUOTQS/YfWZWeYi6Yt9lmzCbG2keFMDWgkJNy2JSM5s+Gkyi6mFxN7vuRXNrH3tZqJ0EKcVb3RojgZtQd25VhR8aE93M0NzFS8knvkTUPSrNCld5IYKx4aq8Y8LmgJsEIeWrI017szX8unjmAydWAVaAkoDoTorPtucQ3E5NJw+ZOB2HOHk4FgZNVn6eshS9mqqmJ3VcqT7cJ3HS1JO6AlWjGIxnTsi2U57YKSLGs/fVeeIDiZTKlPIJf+CYIgzf21ZSj2b/uSsidEGSGv8X3PpJmXdI7yj3Qu37ybWoyrBGMylLq1mTW/waeNtETSfCG97c8Oma2omCZibSPzmI/bMlzJPfJzx0jzcLloyXxKXLGZMQ9hVR7QEkpUb23JiyfIh34uygiOtE1D3FOHUV4CLAEtAUXDXu27VOkubf/7L+Kvn4iPz4WfPpRuupR7qMdpZvLVppPZK3wvMCfNCCtaQgjROkmysEXuZS0RBEE1SddiriIc+ZzfOxV//khifC48PhcOJfPr0d48zclrj+iy9iz3ai+Rt19IsNKBFC3i+YJ987TZceciKeVbJoLRAntb8xUVj4zz/2cv13yJ++nBSu6RV7exZ2d4pwYwhbcf7uc6rlXXuorQEkpUb23Jw53cni/5GCM60vxzwqrmqgtiAntAS0DRkG+rZ9+Mz7Hue0yx8snzR5Ibz8Ym5qK7RsijFqoRVKumSAlRqrVB7JWql1BLtLN12Zg/QIVyOUVd7TEKxfD8chDsxWOJt3rjgbnITCiZb7d1aCzHZLs/Pchtu5zVS04vxANzEWU7OZZsvWrWk86GU8rtZ8OpAnvb9QNmlQxvniHvniVTsdwpau6F48XaRiaUcmb04kj7Uz959lglh6e0QEsoUb21Jfe2smdm8oh352y3NrMjoeoKYgJ7QEtAMdELmIRNpqNNM4xy2ZMf7UvuuBCbjzFSNULadOzBcUSVNiaFFNJpRpXHZb2wW0a7GIszWpJ9bouhcCw7UlH45AG6qFZ5TyTUqVyxeEK3yCShKIb50b7kJwPxQDC6kMi7YCOUFmsbmbjx33H3DnUvqS0UCQQjgbDZoWdCWUUpCzGz+ngrrXWEf8Z4RcXVbWzvlBBjxQd2cdKyKpXHhXlhtWk9T/HbuVnhzlwTN1cY0BJghTy0ZMVmZiru5NfyZwc5KxkOAEBLQJHRrmxoVPuunVn4gfbU8dHM1En/vJc7Mm421NMqkFwRrtIVG2UhlKIlaY2WqKIl2mXgjWri80KlJborvWj/QJ7nlRvc35reezk6HUrY67Z+uN/wA00T8eYGZj6lfsvkQkxb+25yCFVFSjhVUGFJzHRFxQgj1jZmtOe/+8jrpyqzR269Sp45Ui6FJXKrtjuz0BJKVGltyUJKqG1knM2t3DTEPYnyEmABaAkoMiyrrvdYNFj3Panxiju2pC/PZ4oH1vVzL39hNtRTJYwpM51UyV2RSI5EMi2a1ULCLOuAlmiDIcq6Dt1L50ipvUpLRL1UMa3/qGYDu2NL+vSNyHwsba/bWtfPGY3dL8wL9+5kc9aKSBUmkbRhncPEfFTeMjAXKbyrvRrijW7Md1zjf3Yo82/17Ax/947KvH//ximyfsCxylin2lOHSVXdmYWWUKIaa0s4Xmy9Su7ZyUYZ0cE2iPISYA1oCSg+sbh6smBt7buyaEFut3gZ5a/cXdsMf+W043vl8F07vmfzLHzXFsnkuweLp60sfdFOk7UYClucZNkcrZakGXXcZjEUVn1Gqkmfb9rEXJ+JLCaIvW7r9LRgNLXr9ivksS5O+5bFBDc+F1G1+Zhhf6rcbDqUdKS3NVpR8TcnyMdDy5fiti3saKQC798/vJ87OMY7O4ApvH16kVTVutLQEkpUUW1JnBU7R/lnjpKVTewDu7imSzZ/x01atQUxgT2gJaD4KCfXMspW0qrL5Hzsti1ZI867Wgx/5TQ3+9UrJ6rCHfkWvpdES1QpbboRDHtotYQQnTyuZPbaLMoPcXgq8r+amMBctJBuq7aRWUjpfKBvnCL/3affS47PRVVaMhNO6W4ZTvHZ9sLYO0lVM1pRUVpATN7suWPEW4kT969sYidjpfcQVfsyLFTwNANaoCXACmZaUtvI/HA/98kF8mVYiLIijVbxc6UDR4CWgJKgW/suVy/oZitdCTL3tbLKX7nfnCAfDOr8yqlqHhb1prhNZC9cGApH8go7FF9LCFH/UTZsygitloh6Zf3KadNYNutUj30ZWb0zNR1OFtJt/eyQ/tSuj3Zyn1/jdd8ytRgfD0ayW1R3y8UkUW62mCSOdLUP7OK06xePR4U7W7L+rX5+jX94f6Xdv19ICbdtYR25jI63u3ew52arxUugJZSootqSmTj13Mr1A9xzVTZHHrABtASUCu3IXr73ry3sjkRjPZP8D/dnZbHvu07q9+oM9bTJTtrFSbTRgLyWaS++lmir4RdNJzHLC10t0ZaXLCpyxlQXefv52MN7k8GozcISqW0a4l48odNtrWpmL8zrV4zolZfor5qyEGedLSyR2hMHuYNj6uHvlmHy3DGi3GwmLphPNeZGjozzP+4qu8ISqb30BVnXXy1DIGgJJaqotqQIQczT01U3Rx6wAbQElArduW6TyZSqkDoz6Gc5ac4f5a9cMKkzq6wgCBaXclfJT14rvhdfS1ThHQcPKhpoie4R5dnMVNMGrDsdf/ZQssDMqAvzOt1WhBFXbDbcbTDKaMtLFuI6hSjzMdbxwpIoI77aq1Nd/eQhruWyuuLin/fqCIyr+WCQ/O6U8ynojrR913OshFNJQEsoUUW1JcX5WtY2MuNRlJcAM6AloIRooyKLoYh2LT+p7GTTkM4Y6If7uc7RrKGeTrG7QRhEG3+wvuJ78bUkbioJBaKrJbqJdvKfqYqlvHws8fsvEibl5hbbnVtZVbfVM8n/w+eGuw3GdLRE146UAhOMOlNYEmXE9QPk7T71p7CyiR2LCNotdWNB7qV+H7f7y7Krd5faTFxcsbnSwlNGQEuAFUy1pCi5lT8+wG2/UlE/gsBxoCWghLCcTg2JVlSk5Q7fPEM+9KvrATYNkee7s37lomrVURe7K1FV3sdi6hIUI4qvJappr6TG887ceLKuJXL9j6r+/mddqQ/PxRaSXIHd1jNHyLbsbuuTC+S5Y4Z1IPNxVlNbEgnGGO2Wc9G044UlUVbcOcKr1hS/MC+oiqCkdmGholIY4qxY28jMJIoxmLHX/ml3jqWNKgZoCSWqqLYkwghFaOsHuGdRXgJMgZaA0hLXmSw4q8lLmjx7jLRcJqpfuUsL/G1blod62ooRc9PQhCDMHEaJTmFMOKpskWgsGovnbJFoTPku7XIospZEozqVHhbPNie6WqKbZZdmMtUsqqDWA5+n2i9GF5Ncgd1Wy2WiWnTr5R7y/oDhbufjzNhcWNWmQwntltPh5NIGkXCad6qf7Z4gqmSh9wfIq73qf6hSu6uFHV6okBSG1qvkx12FftxU25tnuDcqdBVLFdASSlRRbUmEEYvQUF4CcgItAaVFd30SXU+o38cdHOO1P3R3b18e6mmL3c0XX9cuZ55MpqyctlZLKDVZS3SPWMCFz8K6lsgZcarn79iS7hmNhlJCgd3WtbBwa/aiW9/p4PZe1/ncpTaf4MbmIqo2uZjQbjm5mMi8uhB3sJ+9GlKvn/PwfsMTfrmHvD9QIQPlZ44S7wVSnMGMvdY9wRuthFNhQEsoUUW1JUX7WqK8BJgDLQElR3eVQNUgWBTFe1vZSws6o95XesgfzxFRFAVBUN3Ct1LFHomoC9+tzBRsrCURVdjEUtMsSGIxWmL3kqvJI1qS1o+W3NzAjMxEFhIOjFPv2ZkVUqhtZG5EDG0nGGO1WjIdSmq3nJiPS6/OhFPO9rO3eJfnQ0sTsa6JnY7rb3ngRo467DgrPtLJ6S7eUlakSY7PpRzaQkqsbWR0V5WpMKAlwAqlL3mPMigvATmAloCSIwiC7ig/HMkyhFub2Zm4zq/cgRv893dzol4Ju5XQh3biL/MAi4T2hB0p89CWcyxrid50vVRrS3SnJF6uLVFcgavT4f/5KTM+F1lI6EyBlW97+QuyaSjTbY1HhbomszL6eb2S91m9FRXlhRcLr8tXtTtbWFkkeib5B3cbXgRp7riI8azOvzhKbm1mf3qw3KeQ6p7gH9jlwGdNu/34gP5KOBUGtIQSqC1xvq3r535TWVN/AGeBloByQHdSYNWiHCs2M7q/cnNJQRrqaVd2tzJRFSHERuG7VkscmRRLawLLM3HFiz0Tl24Ui2V1ZuLq/jJ6z/bU2Fx4Pq7/GeXV2kbIowcyRzk4xv/zXrMChtlISltbMhdNqzYLp3n51cILYFRNuaLiW33k7T6z/T/SaThQ/mCQ+3Y7Nx0X/m47u+1yWXfcvzlhVvBTPm3TUFVU2EJLKIHaEudb9wR/946qyK0E9oCWgDIhbLrYiLRsttEP3Zouru2KOuNImlbYCtpJrgjJMZQpfrQkoSsJNNct0dUSbunKKC/azgux+t2psbnIfNzwM7LepuNibSPD8aIoih/4ycs9Zolh0+GUNolLexqLSSK9ND4XdbyfVa6o+J0OrnvCsBImwogN54nuQLl7gr9tC3s1JEQY8fS0UNeknii5rLhtC3t+XijaSMZ2O6+3Ek7lAS2hBGpLnG8LKXHF5qrIrQT2gJaAMsFcS87N8g/u5kyGev9+0E4ulgTLGk7La/Fsi6Al5tP1FoiulsT0JkmTZyBQTmK28VzsKV9qbC4yF2Uc6bm+3c6dm+VFUXzyMLdpyExL5EJ2ZVtIqP+pLCxVxk8t6pSdFNjkFRUjjFjbyCykzDa+GhJWNqk/tfGocGszq5zRYe1Z9QRf5cO5Wf6+Vgf8szjtzq3sSKjCh0DQEmCFstCSCCP+cH9V5FYCe0BLQJmgGehHlK8eHOOfOGioJZcX+P/5qSb9KZ6IJ5LJZCqVShu1ZDIVTyS1kxSHwjlmCqa0bomJlnCauY8XLc8blhNdLdH+jZFITH5VmW/2+onEb7vjY3ORaYeqyX93mrzTx4miuLqN7Zk0uys/PhfVaEk0nFa/JRjPVMY7JU7KJq+o2DnK//iA4b9Sud2zk5WkK3Mlibi6jV0/kGVfCynx2+3cB4PlmID0Vh/53amynoNL2Z49lpHGCgZaQokqqi0Jp4WitbV9KC8BhkBLQJmgHQQrX90yTH7TTYx+5aZDyW9uTx/70mSi4bxb0mBteKOzpa0loihqVzWJRq0mqpmj1RKeF8wtiOd5+fknfckP+mJjs+Hxuagj3ZbvBnloD8fx4i1eZipmuNl8nBubDavaxHxcu+VsJC29GowxjneyO65k8rJe7iEfDHI5t3/jVEa6JJ49Sp46rPNv++I8X9dUjuuc3L2DPTXFF3MYU0jbOkzW+Mo07uQU0BJKVFFtSZgRitaOTxCUlwAjoCWgTDDXkrVnubf6ON2fuFCaH5uL/OexxO++0JmrKufkvEZaYj65cEm0RLP4ozqmZButlujODqz6GyPRzNzKD3year0YlQrKF5Kk8G5rNinUNjKDc8KdW1mTzeZiOmspzkTT2i2nltZSdOT0tJ2slHB19w62f47Puf2RcfKdjsyV/OQCua+VnYrrb9lwnlvdxnLllO4wGhFu22L2oZRbC8QEuVSpUoGWUAK1JVQaykuACdASUCaYa8mLJ0jjRf28kWCMHZ+LtF+MfefzVCGpTfIgW24mlRvF05L48rRg+qrAOnDXSaslOoltGgVKLp3t17akT3y5NP2uE1XvEUb84X7u193kR6Y5UdPhlHZ24MWkzr+TycXEOJ1698jSiopTceHWZkt/+0JK/GojM5sQeib5uqYcteM/OsC9eaaM8h3WD5CXvnBNBpfU/uHzrKy5ygNaAqxQLloSQXkJMAZaAsoEcy1Z4zNcOTsQjI3PRa7NRP76k/REMLIYChNi5+dOO0lxJBoz2jhnJMEeWi1RzSemXXgxanyS1lFpCc/zqkmTF7OXtpTguEy5y/9oYC5PZbRkSm8pQxtt7VlycwPz2kmzEbC8FIncAvMx/X8k87HxuciEo+u7K9stXmb7FfL0Eavj9acOk3X95LYtrMkC9lK7ERFubS6jUfX3d3MHbuQ453Jrr50k6/rLSO0cB1pCCdSW0Grv9HG/7q7k7ySwDbQElAnagb7y1e/v5nTT2YOKNJ4f7Eq1X4raLrcQBEE7FucMZgrWnq0jk2JpZwFWaYluwKTw1UtUWqK1o3A4a2lLmVgs8eVM+P/dnFamUS0kDKuArLcvJvibNjE7rhjuai6qk8E1p1c6EkplFi2ZDqcodbJ3trAPd3KNF3MXlkit6RJ30ybmD6ctbd9xjdzZwsbLIBd7NiF8tZGZTxZ1AFN46xwt32nNHAFaQolqqi1Ji8VsfdPCrc1l8JMGyg9oCSgTtKNt5ZS7d7awVxYF7Y/bxHxcnoLpv3rjzx9JFqIH2uKNWFx/aUVKWqI9Ae3qK9GouoTG+gotRii1RBAEbeQqzeivTM5x5PSN6Ndb0sq5sKZCKUd6rn/Zxw0FdT50qY0HY6o5uCbmE7pbLiQyi5bMRhlKnewDu7ibG5iRkOHZqtpoRHj0AGd9/786TqfzaPEAACAASURBVMph6potw+TJw4TSNaTXZhNibSNTDl5HCWgJJaqotiTMiEVud7aUURQYlA/QElAOCILOvE9KLbm5gdH+rM0nyVgwIrcj16LfaEnr3tS3iN4kvPozBZdQS1iWWwypozrptL42WESpJdrlSswDUPuvJh/sSCk/iLFgdDHFU+3RgnE2+4iRsWAkmOAMNuakDeYThNL5PHGQ+7vtbF5vmU/lsfFUXLxzK3t6usSd+MOd3I6rdD9ZSu2H+7kj4xU7BIKWACuUl5a80J2ZWB0AJdASUA7oTkcra8lCSpr8R/2zNhlKqgam/+szZipe0PQe2sJ33QL6EmqJqFcGEwpHcq5Mb4KsJcrVSDLpW5Go+RIuzZe4Jw6otCQysZig150tpvjx+ZjqiFOhpNH2ssOE0gKlU3qll7z0BS3nkdpLX5S4QCLOirWNzFSc4t9Ir609S944VbFDIGgJJVBbQje38v72yg1hArtAS0A5YK4lIyHhvlZW9Zu2kCDa0oKfH+S2Xylo8KEdl4fCEW0ERnu2qbTZOicWicXUkQrlCoZKtFUokUjM9krzkpYwDKuJw0Ryzh+w9iz3Rm9aZ6LeSJpSdza5kFAdKxCMLSYNq1DmE9xclKFXWFKctnWYPNpZygKJjmv8w/utFs+UW+ub5lc2sZU6JSm0hBJVVVtS7O/kbEJYsbnQ+4ig8oCWgHLAXEt6JvkfasZDU6Gkemw6H2u8yD15qNChmzZFSjUJle7ZaieqskE0pq4bMVk+RTuHbzgctVf+LmmJ1kms7O3ZY6ThPDcb0ZpJJBhTy2ThbSacUh1ofC5q4iQV0y7O87WNBaXqFcgzR0jDebdqSTgtvNJDHt5fmYXv0BJKVFNtSSmqvtZ0cVuGKzaICewBLQHlgO5AXx4TS1OvKn/NFpP82FxUVfE8G2VGQg5M76ENRIRCWQGTMtESMZPNpXaJdJrJq8CG5/loNNbf358Ve4nGzHO3ZOr3cnu+5MNpcTqUUn0i43PR+Xgehd25a5cjjPYQCwm+5EXVxWl1TexopDT3FjlerG1kRiNCyS+C7TafFP/hc/YjfwWOgqAlwArlVVsSZsTGiyUOAYMyBFoCygHdgb68EsiHfvLGqazE/emwuphhPBiVXrpnJ3thvqChG9EpfM+yDt2zTSiWY7eNdpatxeyJknXPVjtxVjgSTTO55YTn+UQiGQpH5hcWlVqS199y9w62byZTszETSWsq0aMzUZ3pCvJtobQwrdn5+HxsPkm3oqOs2o+7uNarpRlVd0/w39ulP6OAi9rQvFDXVOjvQxkCLaFEFdWWhNJC8dv1CH+Ll0lX4J0CYB9oCSgHzLXkjVNkwyAn/5QtJMlYMHJjLqtNh1PSqy99Qd4fKPRnTlv4rgyY6E3YFY47oSVawcipJRKpdDoSUZ/zYigSjcaTqTTDsBzHsRzHchzDsAzDJpMp5cqMkpaEwpF4PJFvGtiKzcx4dLmjCcbZsWBU9ekEFuLBOGe78wrG2XG9fS6m+JJ0pqVq7/Rxvz1Zmi785R7yx3P2P8HyaQ3nuXt3shU2EIKWUKKKaktK9YX83i7u4FjFzpEHbAAtAeWAboBC1pJnj5Gtw0T+HZsOp1Qj1BtzkflEZsy050sHMsiVqxbKw/fkUsCE5bhy05LMibFcLJbQ1sbkbKFQZGBgwGLWlpI4K97iZVQdzWKKn1hIaD+jicVEvnISjLOBhbh2VzORtJW3LyT5mUh6JpIuRIrKp+13Yuqa2YSw9izH5flR37aF9QcrRAKfOMi93FNRXgItoQRqS6i3t84QLPcOlEBLQDmgO9CXteShPZzvxnL9QDDGzce5xSQfTouLSWE+TpQFDFMxsbbRgbAwy3LyJFSCIBBC5PMhhE8kkql0WgpBpBkmmUwZLTiYF8lkKpVKMwzLchzHcWmGsVeywhGSSqWjsXg4HFVGReQoSjgcjUbjiWSKYVie51WrvFtnJCTc1cLqdjfBGDcxnxibi6paYD4+E07Px7lQSr9QYTHJB2PcdDgdCMZV7x0PRmfCaemjz9mCMU753on5hMU3lm2biok3NxT6b7vjGn9zA7O6LY9cpsE54Z6d+p+yG1sgKt65la2kW7TQEmCFctSSvmnhti2YJhgsAy0B5YCulsgrgdy9g704n0et7YO7ue6JyhlzOIIgCDwvGFWb2NaS7gn+wd1mRe3zcTIdSo0H1XKSUZRgLBCMTSwkJhYSE/PxQDCmu5m05WyEMTIZ3Tau2dvkQrLkY+IC2z07C10Z+bWT5J0+smGQ1DWxH/qJlbDJ233kjVPuW9zdpB0Z51c1V858wdASSqC2pBjtzq0VWO8FbAMtAeWAuZbUNjKTsTx+5d7p4948g7BwHtjWku1XyNOHSc5PZDHFB+PsVCgZmI9pM7KM2thcZGIxMRNJBxN5p2AFE5zuPkueQVRg++VRsmmooH/bq9vYrhsklBb6Z/l/bOce3M2NRw2HBD2T/JOHua82MmemKySDS25/OM09XCmTAEFLKIHakmK0F7rJH8+hwwYZoCWgHFDWcqi0hOPFFZvV1Qvm7fgEWd2KsHAe2NaSd85yb5zKrSWqFoyzczF2JpqeiaSnw6nJUFJqUh3IXIydi7Hz+auI6hAVqSUfn+eePGx/MB1hxFu8zGxi6Solhbf7SG0j03Qpa1QwmxDe7yd372D/4XP2oyGinNKgYlowKXxvF/dRYY5XJkBLKFFFtSWhtFiqtn+U/05HhdwhAIUDLQHlgImWjEeFO7ey+f7QfbWRWUghLGwV21ryfDf5aIiUsEczaospYTwYuzEXVbbAQqLkJ1ZgOzkl3NliX7kPjvEP7ua0+7xnJ/voAW4qLhwZ53/q4+qa2Be6yckpoeR/L9V2YV64tbkS8kegJcAK5VhbEk6LswlxxWamYlIqQYFAS0A5oNCSSGhpNipJS05P56he0G0/Pch1XEN5iVVsa8nDnVzHtTKtI19IkMB8XFmdUhkLL67YbF+53zxDXjupUyUymxBf6SE3NzAP7ua2DvOzidL/mcVpW4f5e1vZfOclKzegJZRAbUmRGpZ7BzLQElAO8DzPcUSeoFYQBJ7npf/sHOWfOJh3Ps/H57lnj+JXziq2tWR1G3tioqyrDoJxbiaaDsbZilnk5MHdXOeozXH0dzq4PV8aJt3lVcFVMe3b7favZ5kALaEEakuK1DZf5NZ0IY8LiCK0BJQ9TZfIC915Vy9cmOcLyXWpNmxrSV0TOxKqkOG+W9prJ8nbfXaUO03EW7z5zR5RDW3rMHloj7tHRNASSqC2pEjtekRwZF5/UAFAS0CZs/Ys99YZO9ULd7WwIyFkq1rCnpakiXhzA1PyCoFqa61X+fp9dobRPZP8fa15l2lVfAsmRbdXmEBLgBXKV0tCafF7u7gj4+6OWgJHgJaAMuf5brL5oh0t+dVx4j2Puy+WsKcloxE7sxGgFdhGQsKKzXbW7nznLPfSF+U4P0HJ29t95Hk3rzQNLaFEFdWWLKaE0rZ3+riXe1z8JQROAS0BZc6jB7jd14iNX7mdV8lPkK1qDXta0jPJP7iLK3l3VoXtzq3s8ELed/fr93I7r9r5KlV8u7rI1za6eCogaAklUFtSvNY/i8RrIIrQElD23N/OnpyyU70wHhVqGxm3z7FTHOxpyfYr5EkLaymiOd5szFsjrf9zPYJCIP327DEXL+kGLaEEakuK2u5qsXO7BVQY0BJQ5tzZwl5eFOz9yn27nTs9DS/JjT0t+eM58tpJJAWVoL0/QH5zIr8x9LlZ/u+2I+POsJ2cEm5tdutMwdASYIVy15KXvnDxvQHgFNASUObctMl+UfUfTnPv9CGPKzf2tMTTQ/7UDy0pQTs8zq9uzS/f4UM/+dVxfFhm7Xu73LrYEbSEEqgtKWrbf518fzc67GoHWgLKmdmEcNsW1vav3KEx8v1d+JXLjT0tWePjtl9BrUIJ2kxcuLmBiecjJlLeV8nPvJzb9ivk/nZXJrdDSyhRRbUli2mh5G0uKRSyWCyoDKAloJwZXhDua2UL+ZX7amN+o7dSwRESTyTjiWQqnS7+0e1pyf3t7OExdi7OzkSZyVByIvT/s/fm721b575v/o489+bWz1PX3ke5VbfOrhvf49zH3k5vpjpx3Rynx7tx413nbDdJbWdu48becRPXabwztkk8yFIYyrKsmZolS5Y1z/M8UQNFifM8YK0F4P4AhaJIkAQnASDf7/P5gaKAxUUABPDFet93uTUW95rNq3MgvROLfo1LbR4vQe2rUTza351LjRpp0bstZfRuZs8t1K+T34AJ2JIkaW5urr29XexeJExSD+KyeNmXGnDBNMRxpbXAloCkKavVbrZYq6fsh8s8i3q7cJb0Dv+z3LEaXDmHzRZrAC6XO/hDEUK+BSxWm8cThUPwX9dqtUf7fZ1Ol+9zMY7itIwx8f9e7mj6TNMMt5bRZB4YGGAYoU+pMMZut+fH31E9SyF3hMbkWrdRRhcd8Uq0bHBGtYv9WbV4RL+SisJbLeTrYaHHyZgRSjkL4tN+cupujOOr3Wt0i0YcSwO2BCREMrAlignyUgNEOKS1wJaApCnOltwcdLxUG50tWTY4/c9ynw+Qt+6jYFvCazkoKmBJG0JCh1r8143WliCMI1omgeuaLVbh4y0BtkTgx9ntTrPFqjdZH7xGCdgjjjWrN/yVCGxJbJfvE/VCL9+KCfJKEySWRGbZzu7MibFS8NlmsiuXOlqFt39mRrAlSVIajZaIHkPJobEzu2US4QBKksCWgKQpzpb8rdP5brNLrbOpdbZFvUNnR0LwP8vdXSJPlcRsS6xmi9Cxi3hsieP7oRLfgInwgYtgW2K22ChK0Gk9Wlvidnt8nzKqsf2L0svtGrXOtmJ0asxujdm9YnQt6h2+97//r8vkpkNdiZaClhe+r/WONJ04pX+dzlQKvXifasTfDKfphoqWs83kUk8sUSQZCjRqoP8+iDOV6NV7RG3bPnMCtiRJgtwSEThei4tmII4rfQW2BCRNcbbknWbX5Q6nWm9T621LBkcMp7h5G70rh4rDllgtVjshkWMzYrYlAVFY0cZi8dkSoZFgwm0JTTPcHvFRO21/stij1tvXbF6jmwSG6Tvximljx3EsGx0GV+BiHEsGh/+SMe/rdGNXLqV1Crr3zVSifh0klgiie43OUCBvlLdF3Wv04yUbWXAaB/NhN85QoPOdZHvSd8GWJElpNFoi+kilD8UEOQETIaexwJaApCnuJvh/13luDDh5o7OEsyuHmlmL3ZZwNoOmIziTmG2Jc+tQia8FgQMmvLaEGzOJ6Kb8bcmXjXOhFmMYhgvc8idvxPGbKo/JHS51xODEi3qHL+BqxcS/B4ODuGLe12nFsWpcuRDZMC/bmUwlJJZEwa+rsXIiOl9yuZd82I39G5m1MG+3kgwF+rSfRGtyohXYEpAQycOWrDrY3bmUjdrOLQOSkMCWgKQpzpY8U+IpGXfEeav6RAmqnbab47AlZovVZndULtBhnn3GZktomjZbbLyf6PUKOi+HtiWR3ZTPlmgNln/+1hlqMafLHdz4p92ud1pxxI1vdNH+roM3FQRsSWx80I0vdkW+4S2YJsdrI+8pwEfZHH0gymlhDhShVg3PrK/DBuZ4Lf5FWXIf/oItSZLSaLRE9OhJf0424LxJiONKU4EtAUlTnC352S1v24KdyzdY0jtiO8X9oQl90++I05ZoDLaHblBhShfGZkt47/g3GrEJaiSMLTFbrDabI8yoi8+W3J+zPniN4i04G2Kb2P7cjj7pF5SuYHAS/2yT4GyQ4NySmPd1WqGaEzT52Jlm8tkAJJZExyP5SHhZrWV7uOmV1p3Mzhyh4XaxCWxJkiR6bsnRo0cfeOCBBx544Ny5c9w79fX13Dv19fUBCwf/K+Ad2diSwhlytAriuNJUYEtA0hRnS3540zuxGq8tudKD/tgcGCgVrS0pHHM8eI16pSFkykcMtoSmaYuVf6iEQ0gdsPC2xGyx2u0hh0F8tuTrXvv/ed37ZguP6QoO3zJbrE6Xm3ueJXAXGBxYrbOrdXat1Rv8X7AlsbFkY3ZkUzjSzfOjd1CHNmS9AYCXzwaw8EJnN8fI6XvhfgvHaxPz8HdIz0yaeOwN2JIkSdzRkvr6ep8bycjI4KzFAw88sLKysrKy8sADDwQsH/yvgHfCp7yz0mHdxe7OhXkV01RgS0DSlNVqXzdZf3CDUuvtHEsGZ2ynuIIp9OsKT8CNtQBbssUwnL3r/rdKz89ueUNV743Blrj8hkp4/Ynd7ojYSJAt4WnH4XTxruuzJW80uv6jfP3hoExfhHg9j83upXflUjMWRvheWLNTBhfh/deSwenby3Hu63RjXwEKX45W52J25lCi91N2LNnZXbnUsl3QfdHRKlw6R4dp7fooeaE23oe/mGafLuPPJgJbkvLKzs6ur68fHh4+evQo987Ro0eHh4d9CwT/K/gdeeSWcJxqJBDHlZ4CWwKSpqxW+6jG9i953vjzDXrW8L/keaO1JVar3ePdXOtnt7xV044f3vTOrPFPDBKtLWEYxt+KuFxuh4Mn9z1iQa0AW0JRiNeZ8Lopny15rNBztXn+UDmuUW+56eHtkt3uzJtMZLoC5JbEzKlGcnMs3BFSNkc/XwWJJbHwZgsRkrrjROzuXErnCtfUrIXZkU3Fmfj+9TDZkU3xFi8GW5IkSSe3hBv38Hca586d84/jCv5X8DtysiVlc7SQEFVQ6glsCUiaslrttdP2X5R44r9VXXPgh25Q66aobQn7/Uwdoxrbj3K8i3r7r8o9eSMO7u4/4rrh5fH4OyUbTdO84VihBjp8CliLpplQoWjBX5mzJXqT9Qc3vPU9k1dHyKnGLReCUA7n6TJcNhd5+naBgC2JmX8MkTPN4e52L3SSj3thIsVYGNAxQioFVy7Qx6ojG7/HS1DDUuxzwM9amEwl+nyAv3Qq2JIkSfTcEk4PPPAANzCSRFsietxkAHoXk6FASU3JAklTYEtA0pTVai8Ydfym0r05xZ7Ovmb1hsfg5Ent1TvxowXeDrU9/D06G8JaOJ2ub/odv612q3W2v7S53mjiIq9sCOGI64YSwzAWvzt+5/dDGXZ7YGq+2WINX+c32JawLOs/zrPlW28d5+FsSfeifU+et7VvdN5K78zZnGCXYRjeRib0KFOJ9K6EXYB4plOMdV+nGx1a+tE74RKQHitCzStCU4CAAJ6rwLenIviSM/fI9dHIh+KH3fgNvtwtIcI0+3QpzhnD3SF2N9iSJEn00RIuLWRlZYX7M4lBXKLHTQZzpplcG4E4rrQT2BKQNGW12v/e6zjd6A7IOgjPuh0Fn9wMLvK/Kj0Fo1vu+HmDmhDisRY0Tb9Y4/2ix6nW28snHQfubKSp2GwO/5R03nVDyX+oxGLddDgUxTPzo9vtCdNUwGyMnC1hWdblDkyn4TrmX3eYsyXfDtn/rdLd2j9m8jDHajYn2OWd59FssV7oQBc6+bNEYozjD8otEYLOgUW/boqO3s3uyA5Z4t9GsTuyqXWX+P2UKQXT9BOlEcpOZCjQpDlyklWLhsnKi67osE9Xh8lhFeZ290M3eILBwJakpATmtYf5l1xT3jmq1RDHlY4CWwKSpqxW+1/anO+1uPzuRB1LBmd4eG9V9S7yx/vuv7ZvqSglfLQE0+yuXKp7yaXW26fX7T+4QS3pbb5lfEMZwkdLGGbLjOkBYVq2oAETi9UWZvoR3tESTrwTNfpPAM/ZkneaXRdanK39Y2Yvq5ggRyt9HoknGExvsmZ+h/p1USS7R4TPlsS4r9OQQ+W4aZn/8GhYornbWSA29G42Kw8N6UMGknw/ubug1sI3FUrcbJijxo1f3P5CniIHYEuSJHFHS86dO/eAn7Kzs1m+KsA+E5I6BYI5uDgugXUnQCmj1LYlmGZhqlCZymq1/77e/Y9eh39gT2wnN4MT/6PX8e81W2YIET5a0q+j9xUggxOvGJ1qne0XJZ7CsU3n4HC4uLt84aMlAVklAcFgXi/PgAmvieIUarSEZVmapnmdic3u4D6UsyXPlHiUQ/a2/jGTm9bYmV3fF2bktSWFY45flIWcoiE2oEBwPHzcizOV6EofDi6neamHfNANoW5xcbkHh8ne+ag3ii18+h75tD/qmJQjFfhzv2lnXqzDZXOBLhRsSZIkkdySRElmtsTsYf7URj4dgDiu9FJq25LuNTqgshBILrJa7f9T5ckfccR/q6p34sopuy/4KtrRko/78FstxOxhDE6s1tnfve96r2XLvT5Xxlf4aInVtjlUYnfwTCriv8DGEIfFFqq1MKMlLMvSNG2z8eSrcBPAc7ZkV453cMnS1j/Gba5TjeTqCGFZFhOeIK5fV3iyR8CWSIv+dfqVRrI7l3qvg6htmwfA02VYNQeJJXExY6Z3hZ5B4UAhatEInROmdJY8HeV079mj5KlS7J/H9UEX/jCoGBfYkiRJ9NySxCq8LWElyN0l+rHiGGMfQTJVatuSj3vxhU5w2rKU1Wo/cMdTM+XkpuFT6+xLemdsZza9k4xqHD+8uSULXLgteVaFS2fpjaYcJH/E+URRYEK53eH0+qWFhLElAUMQCPPcpvAOmPjnhPgrvC1hWZamaf+Ysc0xE5uDEDK0YvuxglpYs7b1j3PfsXR2I6DXVz7Yx8ya9Uc53nkTldhLz5J+cy/Hua/TmRkzc76TZCjQyQY8ZmS8hN2RTWns4ndM7pxswF8P81xHlu1MlhIJb2fdye7IpnQuoTEpWiezO5fqX2f8GymYpoPneQRbAhKicLakf3JBmvz4W3fT0Pw0KG00MTExODgodi+SpYO3HY/ecojdC1AsGh+f+HGuu2ZgoWds1kdsp7W+ifmesdmMXPf9wenx7zU5ORn8oZOTU+Obmpienh6amP3BDW/b2KKvtZaRhf/rhrdvZHI8UBMB6/J/rwn/xcYnQyio8ZBtTk3593l8airyMv5tftOy9GyhtXt0trV/jPuCPRPqf8rxcBeCrV9q/L067Yvlpp6xucRed/x3cZz7GmgZWzx/V/fjb93/I8/5r/lO0fuTAtzqWclSuIJ/VpebtCdUlqiaOlRk+6R5VdgpcPpIsfWNWkNACyV9Kz9TOgOWHBkZGRkZEdgsSLgaGxsLCwvF7kXCFM6WrBgd0uSNe56POl12UNpofX19YmJC7F4kRUsG+64c764c76rJIXZfQFFrbW39wWvU1JLOx/SyPrbTmlpnnVrSPVXkKhwyrmrXOIxGU/CHms1m3wJra+t2u71kwnmoxBvQ4MFCj2rE4FsyGG7d8O3HgNls5mnTYvFfxmazhf7o9eA2322yvd1om1xab+0b9X3BV+96uQuBwbDla+695S4cMsa2I5YN9lD/ml7W++/oePY1wKHWO77pd33e6xK9J6nB/jte1ZQz4Df1q3Jv/lh0W/jzXtcL1R4hJ8Bvh53773jVep49+9ANymDZsrBarVar1UKaBUWlu3fvnjt3TuxeJEzyyy0xe5gWDb33NsRxpZHsqRvEVTRDTjbg47WBE1eDZKHpNfuPFVRC8g30TqzW2V6pd/+9dzPLQmAQ1zut5HJPYErrH9vIpU6e8rsRg7jsdmeYtSJit/MkokQM4vLJyxcb9usKz7dDjoW1zdwSs4e5u0S46RH800vuztr/n3wvty/WrN6odoHJTa8YXatmN+9/IbcEkDjfDONj1VtCp7jJ3ded0bUzaaJ35kSe7l3rZDIUISec2V8YWNELgriSpHTKLRG77F0Y9ubzlJ8DpapS2JacbiY3x8nnA+Q8pJfIUF2Ljv0FHv+isUsGZ4xVPl1Erbdf7vDNhBiFLdl7GzVr6IAGC2foIxXY7gjpMXhtSYB/8Hi9NM2EweHgKaIVULYruNkwtoT9ftJ6f/7bt1Sb2rGwbm0bGA8oZspdCHzdOFXn/kubr16zw+iOokbwqtXLrbhschndgdszuEBwzPsaAJLBuovdlUv5lxOoXKCP1cRSfPlgEQpV0NmnE3X4z+0hpwZ6sQ4XTG+5qIEtAQmRXG3JxS5yuRdu49JFKWxLMpVoxsJ0aJnHimAAUH6qmHQeLvMm0JbkjTiPlG3elAuxJct2ZlcuFdzgkp3dmUNhOuToB68t8bcxVluE+RbZELMZOhyugMWisiXs1slMuBR2td4ebEsudpH3uwjLsjRNmy02jcH2oxxv3/Lm7tBY3EJv6exocycanSZPoJ8BWwJIn3PtG78ITmeayfXRWCYVfb+LvNse7harRk3vK0BhJsH8uI9c7AJbsh2C0RJJ0KFlII4rfZSqtmRIz+wv3JjlalduyFmQQZJV7pDzpdpEjpa0qR0/VlBR2RLFBDnZwP9AdH8h6tfRoYpcBduSgGK7FCXoHMs7IOObDJFTtLbEv9nSCTvn/YJtSYd2c1Jqj9d7rd9xVOUJMA+rFk+wxwjA35Oo9Q6Di+dODmwJIH2GDMzu3M34K4GTuwfTrKH35If8+Zs8TKaSZ4TWn8IZ+oXaLaOmYEuSJJi3RCrsK0D9OgjHTwulqi35tJ9c6NwIzIX0EskK02yoKVwvd7jebXYlMLdErbP94AalMdiE25KT9fj6CP9caa81ky8GCMuyhNCWIGcSbEscfmMUQoZKOCGEg22Jc+us8DHYEpZluclM/trhfLPJrdbZFta35JZwHCxC7asbP5wni6lvhwIzQNQ627LRaXDybyKji141b9mDazb+jBTILQFkwfNVWDlBWN/k7rG2k6lEkyb+3+kLNfhiV4SpZvrXA40N2JIkCUZLpMJfe2C2h3RRqtqSIxW4dnHjgdPnAwSOZ2lqzMjsyKYu9ZDg4aw3m9yXO1wJHC1R6+37Czwt83aBtsRotu/OpUaN/A9E8ybpE3UbDywxJharLYwtCQjH8oaYgYRXfHFiNn/vEZst4cZ5flPl/qbfqdbbF3SBoyXcheDNFsKy7KyF311BiQAAIABJREFUyVSiZQul1jsChjW4MZBVq1fvJFzSiNFN6xxYa/UuGjYXXjQ4dI6Qgfi8oyV6FxGCwRXuuTIAJJDSOfqJUsT6JnePtZ3T98hnfFNX354iB4uQ3h25hR3ZlNPPmIAtAQmRjG3JkIHZlUu93UoalmgnxHOltFLSljgRuyuX8sXmdmgZmCdUmro2Qv6jkbzcSDKV6Ntxgv3GtH5b7bk+sOVudVHviO2EZvjelvxbpSdvZKMYl8vlDu4PQpu25P68Y18BCtXmpJnZnbvpLrxeymKxhbIlTtdmqr3d7qTpKMbueMtnudwe3wIBnkegLWFZFiH80zyqcc7hsyUBEVmTZiZDgbyEvdhF3m0nZi+rc+AVs5vPmYRjxeQK40nMfLZEOKsWj+hXTCBN0LvZn95C/Tr6QBFq0cQSwcVRML0xY6m/lu1MhgJ1aAU1e7BoSzEusCVJUhqNlpg8jMQZ0tN/H8TPV+FdudTRSnxzjPjXoACljFLSllQu0Meqsf/xDOkl0tSpu1g5SUwepl1LP1uODxShFs3GLfszpd6icceCzuZDrbPHdjbTOzHXwp/uu863uATakg/aXG+2kDDN/vTWlqKFHo+X15ZgTPyjvHhHacKIYZjgDBOrzU4I8bUfmy2xUewPb1JqvWNBZ5tft7T2jxnddMB3PFSOKxfoTCXqW9/4l8FFtFbvssnlv2tCsWRwaq1evTPcZjR5mEW9Q0hrvGjMbtEvl0D68Ek/PlKBs/JQPI2s2Jkd2ZTJs/lTxTR7pAL/Vz8W2MLJhi3FuMCWJEmQWyJF1p1M6Sw520z23EJ7b6MLnSRiyW2QjJSStuSNFvLN8JZ4d0gvkaYylWjGTPt2U8E0eSQfHavBsxbmp3lU97J71byJ1uKJ7SRmcBKuhZxhz4s1XqfL7XS5EeIZQMOYcP91utyHSqnS2XBB3i83kptjW86Gru9HRfxtCUUhX5sul5thon6+gxD2teAD4Y2nrYTQ/u8Lb79FQz9egnR2FCq3xOxhvhnG/z0PPVnKkz2isyOtxbNidAUnnCzqHSsm17qNMrnpiHvH7GG0Fo//jo6KdTsl+lUSSB/mrfSObOr0vQjpHxH5VcUWX/HVEDlUjvUuoav/rRf7F+MCW5IkpdFoidnDypH+debJUnxtBHxJ6iglbcmefDRqYPwP3c8GIL1Ecpq1MPsKUMBJRu9iP+knGQr00A1KY0/wGaxFwxwoFBTO50TsjuwIHbg+Qk41BkZifD/riAw88NfD5M0WYvawRhetd5D2gYng7zhvZR66QV0fIWG2g8nNGF2MwUn0TmJwEpObCbMwAMidlxuJao6Os5G/D5KTDRtnjzEjk6EIvGaFp3CGfqFm8+QDtgQkRDLOLQlD7SK9Jx9hGVxzQYKUerZk1sI8kh+YEgCzl0hQt6fJK038hf/nbcwf22KZEyA8Gge7I1tQMF+Nmj5cHiGltV/HZCplfFC9em9z4gWDi7QPTvB+zd81YI1D/EsPAEiEDi0T/y9i1Mhwcx9hmn2sGP1jOLrTXb+O8S/GBbYkSUqn0RKxf1fxcFgVOMMoSL5KPVvy1TB5q4XnFA/pJVLT6WZyczzx3iM8WUokJE3u7VZyuSdypZ1MYa1JUweKNvNrw9iSJbv4Fx0ASD32F6IWDf1+F4lttvgd2ZtXNLAlSRLklsiD0lmy9zYMmKSIUs+WHKvGqjmewF9IL5Ga9uSjIb2g3IME8nwVbliKfBjsvY2aVyKHj79YJ9dnNE7EPnSDWndufBGDE7cPjIt+cQGA9OH9TvKrCpyhQJOmWE6DB4s255cDW5IkpdNoidjBkXFysAhVLsAdXiooxWyJl7C7cvlTAiC9RFLSOplMZWBiyTbwZgv5ejjCYbBsZ3blUkJa+2yAnGmW5UE1pGcOFm1uf4OTP7cEAIAkcXeJfvAaVTAdY5rKqbtEMbFx8gFbAhKilA3iMnvZohkaIvVTQylmS5qW6ecq+QfEYfYSSalsjn6pIfb5yGLm70Pk7dYIRkIxQQT2rUPL7L0ty4Pq5hg507wZQRcmiAsAgGSgd7Nv8sUbC+STfnK+E2xJcpVOoyVi/x7iZ18BgpCYFFCK2ZJ328kn/SFP9JBeIh293Ur+PrTdiSVmL6ua55nILEAnG7AvFzwiu3IpnUt+6SVvtJDPBsCWAIBcKZ2jj1VvnMrAliRJkFsiJ26O4afLIlzdQdJXitmSR++gbm3IOF1IL5GODhShjtB7KnnMmOkMRbjxDUyzu3OpUYPQvh2rxmVz8juoHitCd5c2k2cgtwQA5MWogfZVAgRbkiSl02iJ2Ad0/OhdzCP5qH1VftdjkL9SyZYs25msPBTmoP18YHPUO5SG9PJ78i072Sh2V65os+DtzAk3aFaxQP+6imf2wFB83EvebZdZegmmuVlZNr8F2BIAkB2+UxnYEpAQpXgQl9nLXh0hv6qAARN5K5VsiWKCnL4XLvYmYnrJmJH573myTBWQl2rU9LFqERJLOB4v2axgE6yny7BqnhbeWrOGll3O0piR2V+4ZW4fCOICANnhO5WBLUmS0mi0xORhUoA1J5OpDHeBB0lfqWRLXqjBt6dJ+IM2THqJE7GP3kE/zKFmLTBgklxd6CQf9WKxTlwnG3DeJP/4Rr+O3l+IompN52L8JxCQhfImyYt1W7a/3onbBydEv6YAACCclxs3inGBLUmSILdEfnw+gE/Uw4CJjJUytgTT7K5caskW4YgNk17yTis5fY+cvkdC3bOCEqWny7CQWUGSxF978MUu/l18sh5fH4kigovjcLnMcpYudJJP+rd8TYMTdwxOiH5BAQBAOJ/0Y67qvYi2ROtkUngWuzQaLRG9YHaiWHeyGQo0ZoSny3JVytiS9lX6UDmOeMSGmr2kYYn+6S2ksW8UTt3+/qePnIjdmUPpXaKdtQqm6RN1PA9Tlu1MlhKtO6Nu8P1OcqlHTsfMs+W4emHLbAkGJ+kYnBT9ggIAgHBKZ+mjlZgV1Za800oeK0aTJrgJlIFSP7eE44NufLIBBkzkqpSxJZd6yF97Ihd17dAywVPu6FxMphI1a2izlx01MnvyZZYqIC81LdOHVaIllnDHwKN3eHbxhU7yQXcsHRNSdFhS2plDzdsY/69gcJGOoUnRryYAAAhn1MhwdQXFsiVewmYq0Sf9JFOJvhomqTdskk6jJWIfzQlkyc5mKJDaBl5ZlkoZW3KgaMNXRCQ4veRYNb7cu2lp9txCy3Y4npOly70x3v0ninUX+9ANKuAKaqPYTCWasTAxNLhkZ3dkBzYoWU2amCwlCvgKYEsAQI7szKFMHkYsW1Kj3pi/eNLMHFbhIxU4xS6dkFsiVy52QdyLXJUatkTnYjIU4UoD+xOQXpI9Rp4qxXrX5gInG3DBNBzPydIRFVbNiZZYwvFIfmDUwdVhcqY59l4dLJJN8Y/KBfp4bWD+DOSWAIAcebwEta/SYtmSE3VYMb55MvnHEMlQIGUKJWem02iJ2CGJiWXGzOzMoVLMJaeJUsOW3J4ip+4SgYfrZwPYN3vJpInJUKBRA+O/wDfD5O3W1DmxSkpewu7MoTR2kU9Zx6q3WFNMs3vyUbeWibnB15rJ1WF5HDPvd5HLPYFZWJBbAgBy5OVGcnOMiGJLTB4mQ4ECTub968xTpfiFGqxzwQ2h5JQuQVwcf2yLPFEdSIJKDVvyahP5diJyYgmHb/YSL2EfK0aKoBX7dfy5B6D41b1GP14SGEEkyvnqy8HN81XlAv18fPOo3BwncqlJeLQKF84EhjtCEBcAyJHPBsi77eLYEsUEOdXIc9nVu9kPunGmEpXNyWMAOYzSabRE7EM54cxYmN25FPhj2Sk1bMmjd9CQIYqsAC695P0ucqKO/2Y0Q4HgYE6Gvhgkf2wTaiCTxzcj5My9TVsS7RSKwQwZmEylPKxshgJNmgN/LGBLAECOqObpIxVYFFvyrApXq0OeNju0zFOl+GgllvU8YJBbIm/+2MZfehUkZaWALbFRrPDEEo7jtfhcO8lSolDznByvxSnwpEeCOlaNC2dETiwxe5haNXm6bGNwg5tCMf42M5UyqPyhdfJnYRlckFsCAPJjxkxnKND22xK1jclSIv+cTF6uj+BMJbrUQ5zyeGgTqHQaLRH7UE7Sz2NnDgyYyEwpYEtaNPSx6uimwPtsAD90g6pVh7w//mwAv9sOHjvx2pkTecrLbWDeSu/O3SjHdiKmKRSDOV6Li2akfsxcHSEnG3i+LNgSAJApu3KpcbV2m23Jx334XJugB0zzVvr0PbInH8lrztmUVHoFcXG83AQDJjJTCtiSLwfJ+13RxQV1aJl328Ot4ss/SXMt2xM5g++YkdlXIH5iCceuXErnYtQ2JisPrbsS0OAn/eQdaVdK4Iogd2h5wh0NLhqCuABAjjxZilUj+m22JXtv859JQtGsofcXomPVWPpDyv5Kp9ESsY/jJDFkYLZ/wGTWwgRMQwESrhSwJSfqcOlc1IkBEe9Ed+YETm+SbrJR7IPXqARGBl8bIWebxU8s4XiyFLev0jFPoRhMs4aWuJW90odfbuLf/mBLAECmnG0mn7abttOWdK/RB4uifsCkd7OfDeAMBfp0QNKPb/wFuSWpwMuN5FLP9h1zt6fJzhwKBgdjVgrYkqw8NG+lE34kP1+F0/y4aliiH7xGNSwlbCOcqMffjicgXCpRZ6ovB0mGAs2YE3PwrDuZHdnStbJcCtaQnv/LGl0EgrgAQI58NoDP1tu205a800o+6Y/xTD5pondkyybaH0ZLUoEhA5OhQNtwbXYi9kwzeSQf/cddiByLXXK3JVonz5TVCeFvvel+XH3USx66QV0bSdhGyFSiUWMs06gnaf8+rECn7yVy9OZQOW5alqiVvdhFwnxZoxtGSwBAlqjm6Z/fcW+bLfESNlPJU81POC/U4rwUmnJRRkpTW2L2si83kSt9yS3hP2liDhShkw1Y42BrF6UeOyFlyd2W1Kjp47WJCcIJoFlDP1Ga1sfV0Ur8bDlOVL7ErIXZc0sqiSVmL1s4Qz94jepeS6RNeredfNQrxcutzsXszqVmLCG/LNgSAJApMxbmRzc922ZLatT0c5VxXXOvj5JjNfKY5SmNRkssXjaFGU7ygMntaZKhQFdHCPdxOhcr5dgJiUvutuRSD/mknyTjMNa52J05lEzLGiZEu3Op66PkaFVirh/c3Fuin5189KwxR6twYtssmqETtbkSqwud5I9t4Ta+yU13Dk2KvlMAAIiBH930Ds9rt+dkcqIeKybiOpMv2Bi5XFshtyR1OFGHP+5N/OXZidjT98gj+ahDuyVC+lA5TmAEfFpJ7rbkf1bi6oVkzYNxWMIxOcnWpInZcwv1r9NZeYm5erzaRL4ZlkpiidnD6F2Mai7BR868ld6ZQyWwdllCpLYxEVNoILcEAOTLY3fchYP6bTiZmDxMhgJp7PF2+FA5rlyQ2ImST6urq6Ojo2L3ImFKa1vSoaV35yZ4BIML3PpdAw7+SZzv2NY8+1SS3G3J7twkzoPxQTdO2+Mqb5KcbMB6F/PQDcqbiG2wJx/1rye+MoHU2FeAxozSyuY820w+6IpgCMGWAIB8OVXj+PC+eRtOJtygd/wd/mwA/+Feml5bRVT65pZwvFCLP05chomXsDtzqKsj/CmbqnnaN2czKCrJ2pbMWpj9hUlMV0jn4+qdVvLZADF72X0FaNIU7332sp3ZlUuJflLaBl5uIgksEhC/uKGSJXuEbkNuCQDIl9IR43/L9cZ/oo6oZ1W4Wh11Of5ghgzMwwoktYHlYI2OjlZXV4vdi4QpfXNLODq1TKYSJeQ5K8uyNWr6UHnIQPBVB7sjWx6hilKTrG1J0Uxy0xVWHezOnMSMFchOjxWj+xra4mWPVSegUHLBNDlem+BEDmlydYScapSQlT1Rjz/ujfwbgdwSAJAv08u6T9ste2+jpN4FcZPPGtyJ6fPBItSikbovgdySVON4Lb46nJh7ulebItTJfrxEBoe4BCVrW3K+g3w2kNx0hadKcftq2h1XTsTuyKbWnYzZw/yxjXwd96/41F38eZL3lETo1tJ78qXygGTMyGQqEbcfwwNBXAAgX6aXddPLujPN5IVkVrj6uBf/uT1h+XgXu8h5yZfgT6fcEi+TDnRo6YQMmGCa3ZlDDRnoMJ/1xzaSjCT7lJesbckTpahFE+6oiJ9z7el4XLVo6MdLELcF/j6E32iJ9zf8sAL165K7p6TDrlxK65REeskLNfjzASykz0Y36RiaEH3TAQAQA9MruukVnd7NPF6CPu1P1r3+3tuoQ5uw03iLRkJPcNJE6R7ExXG8Fp9rJ3FGELZo6INFKPwHFc3QRyrS7vYxfsnXlnBmVedK7gGcnsfVl4Ob9WQr5ulnVXFtgSE9k6WM8PtNJY5V47I58UfY2lfpR/KRwB8IBHEBgHyZWdHPrOgtXnbKzGTlJSVypHst8m1YtGQpJVcgJECQW5KCzFqYY9X46TK8bI/94HujhVzuiRCYvmxnd2SnaRpAPJKvLRkzMgk/S/IeVxIs+ZpsnajHtyZpbgtwgUDxtPblIHm5SUIzliSbyz3kggSCE45U4JxxoZsdbAkAyBefLbF42bpFOlOJ4rnj4tWbLYmfIuytFvLpgPinyjCC3JKU5R+DOFOJlJMxHn8ZCkGlRQ8WoTRMA4hT8rUlN8fImy3JmrEk4Ljq16XXcZWhQKOGzV9cnPUkjlTgvMnt2FMSoVZNHisWOTihRUM/ko/0LqF9NrpI59Ck6JsOAIAY4HJLfH9+0o+fKE1YwSGWZa+OkH0FaN6a4Arv1QvinyrDK41yS0T31tvPgI45WIRO1uNoJzPpXqMfyRf0UPytFvKFtJ23BCVfW/JGC7k+uh3P4NPtuFq2MxmKLb+4/YWxD7Vz2fMLNkb0U9C2IYXCgMeqsWIiitJnJjfdNTwl+qYDACAG/EdLOH7fSM40J+aydXWY7CtAs5bEn8MNblY6mXjpILAlPIfgn9tJVl50YxrnO8nFLkF3n7cm6WPVaZcGEKfka0sOFKFO7Xbc7KbbcVU2RwcU8z1eG/uMvE3L9OMlaZRYwvF4iZgjt5yxjCrtCmwJAMiXYFuy6mD3FyLlRLzOJHmehOP3jeTmmHSf+kFuSVpQt0hn5aH3u4TmwWflCb37nLUwaZgGEKdkakuciN2ZQyWqgLqQ40rsb7x9Ot9JAma6ONdOvhiM8coh/LFCKvGnNpK8ejgR9WEP+XN7dNscbAkAyJdgW2LxssMGJkOBhvSxj0VwsVvJ8yQWL1swTR+tlO5TP8gtSReWbMyLdfiYgALbY0Zmzy0kvOV9BWmXBhCnZGpL2lfpQ+XbNw/GvgKpFwxJoJ4oRbXqLakg3wzjV+/FeJP96J3A1tKBvEki1ggbptlMpaBkPH8gtwQA5EtAbokP1RzJVMZYmIvzJDPmBOeTBKCxMztzpDsXdlrlljBpjsHN7M2PHOdwuZf8qY0Ib/ZMM7k2It0BQQlKprbkq6HoDow4eaWJ/7jSuZi8SZJKobFewu7IplYdW75+3SJ5uiyWm2ytk9mZQxnc4p9wtpkpM707V5wRtsoF+lA5jrbDJjfpGp4UfbsBABADMyu6mRUd779q1CRTib6Kckrcinl6bz6atdDb0Plj1bhoBm7btkMQxBWBohk64r3O3tuocZkW3mbOODlRL90BQQlKprbkpF8F220g4LjqXqM/6iVPlKIMBdpXgK6mkBPu1/EUp5+1MA8rYnmcVTBNjlVHkXidSuy5lcgRNuGZKsdqoqgL7AOCuABAvvAGcfkYNjD7C9HZZiKwNlfFAp2lRAM6Zns6f32UnGoMd9umtjGzFnGe/UFuSdpxsAjVqENebtW2qGdhGzMyYj2klKlkakv25KNhwzadNH3HVdEMefUeeViB9heii12EM8zV6nhnG5SUro2Q15p5bmp35lDR1tBjWfZUI/7HUNollnCcbMCKuPNNOWGa/YkSNSxFdibLdmZXbixzjIItAQD5Et6WWLzsqoN9sQ4/UYp0rgj394UzZDs9icXLLtiYnTkhJ52rXKAzlShTiXZkU48Vo1ON+MtBUqOmt8eopFNuiZcBzF6mdpE8VoxCJal/OkBeu0+ibTOxDylTXnK0JSYPsyuX2uZj9ZF89HwV/mYEjxpp//f1bmZnDhXxXC8XnWzA10dx8Nc/WBRL6mSGAvXr6Pg3vhz5bACfTVCBTu7CvPd25IkILvWQt1qiPmeavYzRTTqHJ0XfaAAAxMD0im56RRdxsQ+6caaSP/+2e42+0Emy8hA3T9c29/9QOeZNgLk2QrhJ681eZsnONGvINyP4j23k+WrMGZW8WGfDE6i0yi0R315LhMPluGCa/8B6rBhVq6MO1Dm1jfXmUuBmVI62pGGJfr5KQqFBpxpJsk+O26Y9+ahnjec52Yk6XDYXXd7kkJ7ZcyvtSgP76NQye28nJpHzaBXmqlR/GbYeGqbZrDz+3RcRGC0BAPkScbTER9kcvSuX8s1t7e9GLveS7YxB8OeTfvJmCwk4m73bTrhiM6HWKpimIWg/KoEtEUSrhtl7m2fAROtkMhQohgqwV0cixCkmUGebZZ/uLEdb8lEveV9KNWcLpumjValwctS5mF25FO93PN9JPuqNznp9OUhO35PQbtpmDG42IcNos5aNSUi4cp9hGmxYop8qjdGugy0BAPki3JZYvOyAjnkkHx2rwaK7ER/DBiYrb/MhjhOxJ+rxc5V41RFurVUHuzs3uXNCQG5JmnK8FgcnDV8bIWf4YtwjMqBjMpXbUW1ObWMeukGFyY2RheRoS16owUUz25fvHpFVByvlEofCVaMOOQwVMSsxWEcqtrUsgQR5rhLHf3642EUudG6cCS90hpu5+YXaWJLdOcCWAIB8icqWWLzssp39x5D4bsSf/YUb0WU6F/N0GX65kQh5Kv1UKU7qnBBplFsiejk5SdGzRmflBYZNP6vCZXMxVoDNVKJtSIc620z+WYkudsk7ekdcW7Jsj2U3ZSi2qXChcI7XpkKJw0s93DAUzxe8ryFPlEZhvJyI3ZFNLdvF3zUi8n4Xeac1rqPCS9jdudSYceNoX7YzoULDueFlnSvGrkKBYACQL2EKBMuF97vIR71k1sLsvY0u9wgtcX6hk4QPbY1TaZVbIv5BICleaSIf924+i9W5NtKIY2vtxTqc7Fh/tY3JUKCyOXJE5lWYRLQlsxYmBlOntjFZeUj0IzaA66M4BYJcj1SEfBawYItuIo6mZfrJ0qhnz0gxhg10bBXMfPq+wvJmmznjmLeu+pU+/Nr92GfyAVsCAPIlBWxJq4bOykMZCnRrMopnjtVqcqRC9lfebRMEcUXBsIHJVCLf9TtvkpxqjD0q/fOBcKEOCdGZZvJBN+ZCG5P6QcmWiLakYJr8RBmyDlsoVS7Qx2sllO/OsWBjdueGLHEoC2Ga3ZlDLdtDfsdduZTJI3R060KntPJ/xOLUXXKlL/ar5hOlqGwuMBDu8RIUMDTHJbu3apiY+wlBXAAgX6IN4pIm/1oU3Tx1Fi+rc7FJvfKmUW6J1csCAfypjVzq2Ti4jlbh4hk65qa6tMye/CRG+nNDJSt21uplDxbJux6xiLbknVby0A2qciE6X3Khk1zuIaIfrsEcLk9AIoGIGjMye/NRmC/4eAl/+BCvHr2D6hdj/wmnDF1a5mFF5MK+vBrSM1l5yOgObPO+hs5UIv9cpoYl+vGScPsuImY33T08JfrmAgAgBmZX9LMretG7ESdaRyxrHS7HwmebjVaQW5LWzFpoLjbaRrE7c6hVR1yt7cqlYstbEKKTDfjD7o3Iitea5V0cVkRb8lgxOt9JjtVE9yz5WRWuVscerJI8Ph/Af7gn4yNBMUFO3Q23YU82hKzlHSCtk9mZQxnc4u8UKXC8Fl8LKukhRG+0kI/7+APhTt3dUhjthVp8dSSukDkI4gIA+ZICQVwxc7kXR1slUrggtyTd+bAbv91KimbI8dp4o9KTl4I8ZtzwPNwHXR/Fb8eX1SquxLIlvpToTCUSbiC/DzQS/1gNZspMZyiijkmTjs42k38Mhfvdvd+1OZ4ZXsEZEelM3SLZkx/1gcE9nQlV2oE72NQ2hmVZnYvZnRvvcxywJQAgX9LZltzXEN50O1CwIIgralbsbIYCPVmKFBPxRul83BtvDZxQOlGPP+zGvg/qXWMeK5JxaVixbEn7Kn2wCFm97IXOLdUOwmvMyDwSNtBIXA4WId6pamWhR++gLi0T5tvdmqRPNgjaU6ca8dURKQbaicWh0JPGhtLNMXKyAYdp83Iv4XbHl4PkteZ4tzYEcQGAfEmNIK7YMLrZXbnJKtCfTrklFAvw8ukA2ZFNaZ3xtnNfQz96J/HH6ZiR2Z1LrTi2fNbupP0ktkFi2ZIvB8lbLcRKseMmJitP6LNkrhaC6EdpKC4nzQxHJRvFRjvLp41id2RTRk+4b9e2yjxWLOhAf1iBRoyM6LtDOhTP0gI3nU+P3kH1S3SYNnVuds8t1KKh9+SjttV4t7bZQ3ePTIm+oQAAiIFZjX5Woxe9G2Lx62rcsJSUB4KQWwIwOhfzcmMCMgcMbiYhUywHiBsqCfisw+W4e02uz8jFsiUn6rFiAvs2oMBzyjut5PMB6UYHcTPwJHvTRdSVPqyYiM4dNS3Th8ojbNhlO7MzJ3LduSE9s+eW5Co4i87+QiS8IkL7Kr2/MPI2LJgmu3Opx0sSsLVNbtI9MiX6VgIAIAbSOYjL4mU+H8AXOpPyQDCNcktEH/aSMrFVYwjm19U42ipP4cVllXAFuPw5106+Hhb/GXlsEsuWPKxAI4aNkKFbk/QLtYKigw4UoaZlSdd3eiQfietRnYjdnUsdrYwu1vZKHz7XHjkQiCtKEb6phMQUpR6541HU1z/ZgP8xJGgbHi5PTLyc2U33jEyLvpUAAIiBdA7isnrZLq3Qkfx1ssiHAAAgAElEQVQ0F9gSkfligCR2hruArBIfxTNCY+4lKFFsybKd2ZVL+TagzsVmKiPf7xbNkH0FPPVSJcWFTqF54UnStRHyfBWOao4RlmVfqBVUkvup0sgDg0cq8J1pSVtHUTC62aw8QRWWuclkgx9/8NK7xiTkOQ7YEgCQL2luS6xeNkOBorrkCRTklgCJROdmM5Vo0pSYI3VjqMTB80HTFkYKoTuxSRRbUjZHH6vB/tvw7VbyxUC4u3kbxT6siBBtLwWalum9t2M5GJyIjX/aEy9hM5WobZX5fSNRRlO3encuNW2JnJ9wqpGEDw9zInZnDv/PBPhykJyoi/z84tN+8vr97U6gMnvontFp0TcRAAAxkOa5JVaKfakBl80lPk4BckuABPPFAE7UdO+8WSU+svIiP+yXpkSxJRc6yeWeLRuzZ40OPwPmmy0kIUlH20BWXtQzbLav0nvy0Y5sKs5poRQT5LAKW7xM0QwRHsfVr6P35gvKT/i4F1/sCveDalqmnyyVbvKPuOhcTIYCzVrCHRvfz9fOXxc4eUBuCQDIlzTPLbF4masjSZmqIa1ySxhgG9C5mEzlRnX/ePR9VknIDzpeK9cZvkWxJU+Uoho1CdiGj5egpmX+bdi9xs3SQIt+RAnh9D3yWdiRH3/ZKPaNFpKlRMUzpEZNfpaPYq7qhml2721Uv0i4I194HNebLeRKX+Du4OXOdITAyAud5MNuLPoukCwfduOzYR+UNCzRT5aKsAHNbtIzMiX69gEAIAZmV3SzKzrRuyEiA7qkFF9NMUEQlyS41J2AAZMXavCHPTjMp3w6QC4nbZ7RpGr7bYmXsA/d4KkBfW2EnLrLc8uLafbROyh3XLp1gQOoWRRaDbZGTWflobdbiS/q6dUm8n7Y4Ygwuj1NHi9Bvm4IjOPiUuRnrYIqzHatMQdCz9Jjo9gMBRLYVHqy4mDDVwg8Vo1FOdQhiAsA5AsEcVkpds+tKKZmFijILQESz4pDUDp1GHEhLuHD5euX6GhrH0lE229L+nX0/kIUvA21Tv6stU/7yWFVOE8oNYwedmcOFX6MzuRhTjbgfQXovmZLtsyKQ2hidLAeK0bFs5utFc/SR6siH5MF0yQgzycMWie7IztkjeCvhsgrTbJxj2LxpzYSXMtSbWM+GyCP3kH7C5HOLUKvwJYAgHwBW2Kl2FeaSLSz1kZUGuWWiD7glVZc6sbnY61pjWn2QCGqmI8Q4qJ1MLtzI0/pIEFtvy25NkLONPNvz1eayFdDW+6kl+3M7lxqQCeP8C0fv28kV0dCHnK3p0hWHrrUjY1unnULZ+gDRULnl/SpRk0fLEL+7ehczG4BcVzPqnDxjKAILo5MJeKdq5HLtpfdntp+ps307lzKRrEsy+pczNVh8nQZzlCgd9vIfU0UOyKxQBAXAMgXCOKyepnccXz6XoJtiURySx544AHf66NHjz7wvVZWVvwXq6+v596vr6/nfQdsiVSYtdC7c2OcWvHLQfJSg6BQ74NFCav6tZ3afltysgHfGOXfpPc1JCA89FgNlmOuwp1p8qxqi7/CNNuioc93kqw8dLgch799P1GHP+6NbvDtiVKUOx64oU41krywcVyzFiZTiXjdUSgOleMWDY9nypskx2vlt6dE4ZUm8lIDPlqFd+ZQpxpJ2RyJahckA7AlACBfwJZYvcy0mc5UpmB6CecrfH9mZGQEuBH/JVdWVlZWVnzLB7wDQVwS4k9tscwmsWxnMpVCY+XPNCd+AHEbFIMtiS3EyKesPNS7HnKT7i/cnI6wbI7eVyBOTEuccMFOOhfDlf199R7JVKJD5fiLQTJijHw4zVqZDEUULrd9ld6bj4yewHbuzNDHasLZm4td5EJndGFXr98nN8cCj3Mu2z4gIA0IRe8681wlVkyQ4AwrsYAgLgCQLxDExbGvIEKpw2glem5JRkYG6zdasrKywr0TrOHh4aNHj3Kvjx49Ojw8HPxOOFtio1hgO5mzMplKZIsyzOpYDb42QgR+xI1R8m576tsSG8XuzqWCg+MFSutkuAiWUHw6QLhSRTaK/YkSNSzRoh88sXG8Fj9WjHbnUsdr8Y1Rsmhjolo9d5w8XYYFhnIdqeA/UNec7O5cKlRpL0yzP1GiQX10Hft0gCc1okZNH1Zh0bc5EDMWD907Oi16NwAAiIE5jX5Ooxe9G6Lz+v0IM2tFK4nklvhsyfDwcEZGBjd+cu7cOf9l/E3IuXPn6uvrg9+BIC5p8dp9ElVgTNlcdJU6u7RC6y8JkZewLRr6Yhd5ugx7k2l2orUlH/fikw34UDl+9R6JNv+BZdkaNf1cRbitqrZtRN6/00peaRIt1D5+7mtI8QzROmJv4blK/PVw5H0/pGe4og68jRyvxUUz/I3UqOlD5VGHXRXPkBdqA39HjxWjsjkZ7ywAgrgAQL5wtkT0bojOnWlysiGRxYckmFvii+DKzs725ZCwYEvkyIiBzlAInRTCRrFZeah3Lbr83d25VJwWQutk8ibJiTq8O5d6rhJ/2o+P1+LEuv8ARWVLbBSboUAjBlrrYE7U4ZMNQh/n+3Sxi1zsinD/+lIDPttMZDRRSZIYN9KZysgVD0/U4y8GQ7oLxQQONbP4C7U4OB0lIr1rgeXh21cDs+0B2QG2BADkC9gSjhW7XIsPhZe/LfEpOzs7Ozvb9ycEccmSV5rItdD1kfz1div5zy6h4Vs+ninHvryIqGSj2Es95EAhyspDZ5pJ4Qy95txos3013EwR8SsqW/JxL36laWOzmDws50yicmLPqnD5fIS4rMoF+sFrVO541Ns/9fh6mPyqItyzH26iT9/REkyoOC6uTpfeHXWX9G72oRtbzvvHavB3E7Cz5A0EcQGAfJlfNcyvGkTvhhQ4WITGjAlLLxE9t4STz5bU19f7Yreys7OHh4cDFos95V30PZeejBqZTCWKeBvdr6P33EIx3LH9uT1cWdgwer+L/LYWt6/yR/k/U45DTX8ev4TbEhvFPqxAo8bNTnLO5FkVFjgGhWl2RzalcUTekqca4TZ3Yws/VYqVoYfLzjSTSz0Rkjp+W4cLg4oxfDFI3rgf40bOykO+WVnGjMzefGTyiL+tgHgAWwIA8gVsiY/3OsgXAwkLMJFabgnrVyDYN1Tib1qgQLD8OF6Lww+YYJo9UBR5ohJe7kyTU41RxzXOWpgMBZq1hAxYujPNE82fKAm3JVf68CuNgZvF6GZeu08EOhPuFlbIlhS9Xqp0GNDRGQr0Rgv5cpBULtBjRsa3qdU2ZncutWKP0IJiAp+oDzx+9t5GbZoYY+Seq8ANSxs++VQj/mIA6gLLHgjiAgD5AkFcPirmybHqhN0vSSS3JFEKP1rCAKLQvUbvyQ83V90XA+SlBhxb4zMWeu/tqAOujtXgTwfCfaLJw+y5leCydz4JtCW2jaESmreHf2onT5fhiDPD3Bwjv28koh8DsqN9lb42gv/cTo7X4v2FaEc29RMlelaFnyxFf2qLvD3XnExAHFf7Kr2/EMXcn7dbNoIh1TYmKw/p3eJvIiBOLB7SOzolejcAAIiB+VX9/Kpe9G5IAe56F0M9nnQQBHFJlOO1+Eof9n/q7BM3UcmclYm58Uwlijivtr+alulHBMTAfDZAzsVXfbhygf6Kr6yTQFtypW8zq4SXP7WT//cOCu9MXr1HvhqG6KwEMGNhahfp3HGhdYcD6nGdbSZfDMa+I74Y3Dgaz7WTS91QFzgVgCAuAJAvEMTlT8xZvsHaztwSTLPtq3Ty6NfR4WzJzNIaIBYVI4bnyx378t0/uOH9v7/1PFHoPFVt/cs9Y073+jPFjitt5ngaf77ckde7tihMcwuLe/Nc3/YZIzY7MK/7p1zv2NyywJYD9E3HeqbCw9vC7OzsyMhI+NXH5pZ/dNNzb1IXvpOv1NqeK7WHaeenSnf1mEH0AyAN+Xun6ddlG7tmYm7pRzc9vbPrMbf2bZ/xSImjf3r5n3K9A/MRjgpAFkwvavtGp0XvBgAAMTAyrR6ZVoveDYnwbqPlz3eNsd0sBaisrOytt95KSFPh1T+9/GSh88FrVPL40U1POFuypDMDUqB30XJ7xPZfnfbXm1xHVe7/VeGOs8G/tDou3LcbhOlKh+1X5UI/8cxd15UOm8CW/fVJh+1flN6WOesr9a6LLYEtrKysjI6Ohm/hYotNyJaZXzPvL/Bk91t5G5ldNf7wpnd+TfydnoZMrlp+eNO7qjMaDIaveqy/rXbF01rLnPVneZ4L9+2vN8XVDiAdFtdNPSOToncDAIAYGJ9fHp9fFr0bEuHujPXHCm/zjDmG+6UAjY2NtbW1xd9OeLXNmf9F6UmqJ3nwGrUrxwtBXOlI7SItMN3K5GEeVkQxx/aokcnKC5cVw6urw2RfwUZY2pyV2Z1LBcRZRQzislHs7lyqe01QP7vXmIcVSOvkCeVqWKIPlUPAj2g8V4lr1DTLsk+UosqFCDWaw2PysA9eox5WxBXuCEgKi4fuG5sRvRsAAMQABHEFUDhDZ+VFnvVLCvpuguwrQMn2JA9eo3bnUuFsiZ1igZRk3ckKnM3nnVbydiuJqvF/q8GVC1H4ko96yb4CNG9lfC28204udG7JMIloS6704d/WYuGdvNSNeeuGfdRL3muP7vsCCSR7lLx6j0yamD23UPyt7c1HrzTB3kwdrB66f2xG9G4AABADC6uGhVWD6N2QFF8OkkfvIFt8kysmNbfEhdlP+smu3O3wJGBL0poDhZGrZo0ZmUwlWnVE13LVAv2sSmjluwudZH/hFk9ip9glG5Op3Jx0go1kS2zfD5UI76TZwx4sQgVBE2UcrcIls7ToeydtWbIxu3Opd1rJpe4oTGYojlXjIX0URwUgccCWAIB8AVvCy7vt5LAKx1OVK3nzlqhtzDutOLyR+E0NZln2Sh/xf9NGsatOJmDJKfPmTR23vO+dsjlamC1BLJCqnGkm/lWPeHWkAl8bwTE0vr8QDekjj0te6CSHyvG6i6eFS934bPNm98Lbkit9+Hht1P3sXmcygkK5duZQ81ZG9L2TzjxXiR+6Qc0kYi80LNGifx0ggVi9dP/4jOjdAAAgBha0hgWtQfRuSJATdfj30c8m51OS5i3pXmNO1EUYJOE8CbvVlnStMSzLY0tWncyUefPNsjmaZdnf1OArfYR7IWS0hAFSlWsj+HxnOFtSuUDvL0RmT4yNv3ovwnSQLzXgQ+V43cnfwqqDm71xwzOEsSXfD5XQMfTzUjf+VcXmuWDMyMUOib930pnsUfzrKix6NwAJYvWQ/rFp0bsBAEAMLKzqF1b1ondDghjczKFyfKknYfO+x6+KefrpMkGehItA89mSK31k1clwBCzP+o2K+IZKAv4FQVzpS/ca80RpyEkVvYTdk49qF2MMZzK42UxlyOlBJk3Mryo4TxKukc8GiG/a7zC2JNqsEn+4UK6bYxvngrxJcqIuAbFDQDws2ZjCGYijA3iAIC4AkC8QxBWGJRuzrwApJmJxJtHmlkyaIgSzFEyTh25EzgP5TQ2eMjPcWIfPltgo1udMeMdV2O8HUgJGS7rWGAjiSmvMXjZDgbwhfgKfDpAT9bGEb/n4zy7yUW9g6zaKfaeVZCjQ18PE7I3QgsHDZirRmJFhQ9sSnYvZnUt1r8ce8NO9zuzOpbhSGG+2kC8Hiei7BgAAXiCICwDkCwRxhWfSzGTloYalqLNMosotaViiM5UIhf2QwhnyWLHQHHd/W9K1tuFGgm2Jz4Rw/oQzIavfR9HbKIG2ROyBLSCpPFOO8yZJ8CybTcv0wwo0ZowlLMrHvJX+iXLT9mCaVUyQhxXo9ftk1SG0kS8H8dEqzIawJf06OisPfT0cb8CPL5TrQBFq1RDR9wsAALxAEBcAyBcI4opIxyqdqRSUmusv4bkligmSlYeEzC5/X0Mfq46Q7B5sSwJKigXHcflGVPyTTKIK4hJ/JwHJ42+9+Jcqfq6PJiC4/6UGnDdJWJZt0dAHitBhFe5bj87qmD3M3nzUvkoH25K8SZKpRLWLCXARZg9zsAh9NkB2ZFMGt/j7BQAAXsCWAIB8AVsiBNU8ycqL2pkI0aUe8mgBmrHQdkpQ45Mm5vS9yM4kIIjLl93OeRLuv2VzNJcH7xstKZujufGTK33EN5ACuSVAculYZR69g15qwHtuoZizBb4dJ4dV2N+WYJp9s4UcLEKTJiZRXe1eY3ZkU0+VQmIJAEgXyC0BAPkCuSUCKZyhM5VRRHP19vbevn07zAKYZn/fiA+rNhN6BcrgZj7oJv/H9QTYEv+QLd9Qie8d3+oRbIkDsQAQD89V4r/1EqMn9hYsXnZvPiqZcHK2ROdini7Dv28kOleCu/rXHvxuOxF9iwEAEAqblx4YnxG9GwAAxIBaa1BrDaJ3QxY0r9BZeUIz4MPnljgRe1iFf99ILN7N9qPS1RHyz0qpTKco/ngWIGtiqy8cQMks+dc73unpaS6Z5POBpKR/mD1MtDFmAABsJxDEBQDyBYK4omJIT++9jT4UUDXYbDYvLy/z/kvrZB69g97vCrxris6XsGzJLP3/FaMHr1GZryl+nkwdfPow2BJABhy44/1NmTlRySQAAMgRsCUAIF/AlkTLvJV+qhSfaoxxDvgxI5OVh66P8KQKx9DajNH7r7+/lFRPEtmWiD6MBQAcRRPuR285p8yM6D0BAEAsIIgLAOQLBHHFgM7F/rYO/6oCO0NHXvHmlhRMk0wlqpineZuNVpOTkxcvXky2JwFbAsgGndU1NLsiejcAABARsCUAIF/AlsSGxcu+00oevYO0Tv5RjoDcEkyz77aTRwvQsCHkk9yo1NHR8dprr22DJ/n5z3/+7OFfhrMlTsQCgBTQW12T88uidwMAABGxe+nB8RnRuwEAQAwsag2LWoPo3ZApnw+QhxXo2ggJngVbq9X65i3RuZhflOF/r8N6V7jWhKuysvLFF18M5yReKdawbPeVjb+udG+sqCl+JWipTXH/9S3sW/2XvwxrSxyIAQApoLM6J+aXRO8GAAAiYvOSgfFp0bsBAEAMqLV6tVYvejfkS886/ds6vDuX+rgPcxMXWq3Wc+fO/eIXv/jFL37xm9/8prB9KisP/a0XR2xKiCHxeDzffffds88+G9GTbPqKK93c61eKNUHGxH8NTfErfstc6fYtHNGWiD96BQAOxOqsron5ZdG7AQDpg51ilnWmsZmFvpHxzr7Brv6hofHpGbXGYPeI1aVQQVx2ilnUGkan5nqHxnxdnV1aNTq8om9GAAA4IIgrIfSsM/9ejx9WoA+6qP94+dUnnnjCd8f/2FPP5vdqhTQSUVqt9osvvghnSLaOgPiGO/hGUPhMyaaF+bm/L4lgS5yI7eof6uof4gZ9Evh6YGTCiViLk0qB16NTc07E6iwOWb/W6Mxd/UPTC8vSfH2/vbu5vVvg8gsr6139Qwsr67J+rdGZnYidXliW9evRqbmu/iGdxZECrwdGJrr6hyxOStavhZyo9VZnd//Q9Zs5X1+9Xl13t+Fey3e3bn9363Z13d1SVdXXV6/nfpc3PrNg99Lh20n4687eQS6Iy3cSXl4z3C4svpHzbXGZqqK67lvlrfyConstHRXVdVevZ1+7cbPpftv49Hxn36AULhbBr6Vw8k+Ti4jA11I4+cf/Wgon/+DXw5Ozi1pDel5EEn4yV7UOnbw1dfDJZ/zv+Z988qmP/+tTIe1QVLgpFcfHx99///0InoTzGN1X/O3Fhq5083uSLVbEz6H4eZXIQVxnX3/j7OtvcIM+CXz9/l8+dCBmRWdKgdef//0rB2JGpmZl/bqls+fs6298m5cvzdenz772xVffCFxeVV139vU3VNV1sn7d0tnjQMy3efmyfv353786+/obI1OzKfD6/b98ePb1N1Z0Jlm/jnRyfv0Pp8+UlFc03Lt/+szZM6+9HrCMzUtOn33tD6fPlKoqq+oaTp99TcgJP4GvuSCus6+/8Z8XP+jsG1TmF7z6h9Pn3jtvsLuDT87vnf/Prv6hW3eKXv3D6fcu/KdD7ItF8GspnPzT5CIi8LUUTv7xv5bCyT/4dWXdXbVWn54XkWSczOsam589/MuA+/6jR58Xsq7ZbA5jS65evRrZk/BaDX/HwmNN/KK1NldlWVaj0Qi2JQAgBSC3BACSzZrJVl3fWF3fOLe8GnFhvc3V2TdYVKbqHhi2U/T29NCXW7JqsFTU1EXb1cGxyW3rKgAAAUBuSWJZ0Zmeeupp/7v+Q888U1pRLWTdMJ6EZVmMcX5+/pEjR2K3JUEOJPSSP/cfXokcxAUAUgAqcQFAUlnRmcoqqu+3d9k8WPhaM2pNSXllc1un3UtvQye5SlwLK2sxd7Wtq89BMaJvbQBIQ6ASV8L58qtvDh3aiOM6dOjQv//upM1DhKwoRLW1tb/73e+isiVbs9jZ7itbhk0CR1B8ywhPeRd9iwMAB9gSAEgeequzvKomtlv25TVjqaqqq29wG/pp99LtvYNlFdXxdLV3cFT0DQ4AaQjYkmSgqq47+dL/PvzLX17LzuGyR4QgUN3d3W+99VY0oyWbWfAbPsPPiwQNlmwuLLRAsAuzACAFDDbX1MKy6N0AgNTDQdF1d5uaWtqciImthdlFTXGZamJmIdldtTi9irz8u80tDormXaCrb7C4TFVcpjLaXWG6OqOGkwkAbDdLa4alNYPo3Ug9VvXmaM9pwjUzM3Pp0qXIYyYJUsTREgYApIDe6pycXxK9GwCQeoxMTJdX1Zgcnnga6R0cib+RiPQPj2XnKox2d6gFfLbEYHOF6WplTZ3VRYm+5QEgrVjU6he1etG7ATiFzVvik9Fo/PrrryViS8QfnwIAJwRxAUBysLpQeVXN8Ph0QtrpGxpLXldNDm9JeaWqpj7MMlttSXK/MgAAUQFBXEmitbNXkXc7qlWiFU3TBQUFzz33nMi2RPSRKQDggCAuAEgG49NzqqoamxvF39TQ+FRZRZXdi5PU1aHxqVJVZd/IRJhlIgZx+ZqqqK51xhq0BgBADEAQV5Joamn/8/kLUa0Sm3p7e5955pnI3gJsCZDygC0BgGTQ1NLW2TuQkKYMNmdxmUqtWUtSVxua7je3dQ5PzoZZRqAt4bq6DHdIALCNgC1JEknNLQnQ8vKyIpkqKSkJa0sQCwBSwGB1Tc0vi94NAEglbC5UWl45t7SaqAZr6xu7+gaT0VWD1VlcppqcXRyemA2z2KYtsbkidnVgZFz0XQAA6cOS1rCkNYjeDcAVfRDXdgpGSwAZAKMlAJBwNDpTcZlKZ7YnqsGuvsHm1o5kdHVxdb24TLWybhQ4WrJuskXsaltXj+i7AADSBxgtSRKtXb2KW7ejWkXKAlsCyACwJQCQcOaXV0vKKywuyvfOvdYO7rZeOP5RW4OjE3V3m5LR1emFpeIylc7i8NmShqb70XbVP85hcHSisblV9F0AAOkD2JIksW25Jduj8EFcDABIAYPVOb2wLHo3ACCVmJ5fLC2v8H/nXkt7tPf6K2sG3+rD41PFZapkdJVr2eElwxMz3DvVdQ1R25KFJf8Gq+saRN8FAJA+LK8Zlv1OF0CiWNWZ/E9uQthOmxGtwJYAMgBsCQAknLklTXGZyknRvnc6uvuq6xqiYlVv8q0+NDZZVVufjK5Ozy9yGSM+W9J0vy24M+UV1ZwDqaqtD/7vwvKqf1frG++JvgsAIH0AWyIdttNmRKtwtsSNWQCQAkaba0a9Ino3ACCV0KwbS8pUeosjUQ329A81t7Yno6uLmvWSMtWqzjQyORtmse6+wZIyVUmZSmeyRexqW2e36LsAANKHlXXjyrpR9G6kHm1dvd/duh3VKlIW2BJABoAtAYCEY3VRJWUqtWYtUQ02NN3v6h1IRleNNmdJmWpGvSzQlpjsrohd7RsaFX0XAED6ALYkSdxraf/z+QtRrSJlgS0BZADYEgBIBk33W3sGhhLSlMnuKilTzS1qktTV2obG1o7uhNgSrqvLWp3o2x8A0gewJUmCm7ckqlWkrPC2hAEAKWC0OWfUy6J3AwBSjNHJ6crqWidF4m9qfHquVFVhc1NJ6urgyFipqmJwdCLMMlttSbiulldWJ+RbAwAgkJV1w8q6QfRuAG4MuSUAEB8wWgIAycDs8JRVVI1MTMfZjs2NVFU13X2Dyeuq0eYsKa+orKkPs4yQ0RKuq/3DY6JvfABIK2C0JEmkUW6JB7MAIAVMNtesekX0bgBA6jEyPqWqrLY4PPE0MjA8Vl5RFWcjEekbHM7O+dZgtodaoOd7W2K2u8J0taKqxuaiRN/yAJBWaNaNmnWj6N1IPe61tL93/kJUq0hZYW0JYQFACpjsrtnFFdG7AQCph92Dauvv3r133+nFsbWgXtGWlKvGpmaS3VWzw61Q3qpvbArV1Z7+wZJyVUm5yuxw8S4wv6QpKVdNzi6IvtkBIN3Q6IwanVH0bqQeWoN5Vr0c1SpSFuSWADIAcksAIHnozbbyyuq2rp4Y0i1W9UZu3W3op5MiHb39ZRWVrZ3dMXR1ZU1fVlHZ3Tco+gYHgDQEckukw3bajGgFQVyADIAgLgBIKkur6+UVVY3NLVEFYs0uLJWpKu+1tDm9eBs66aLo0cnZhaXVMlVltF2dmJ4rU1Xeb+1wI0b0rQ0AaQgEcSWJ9q5e5a3bUa0iZUEQFyADIIgLAJLNmtFcVVtfUV0zPj3rQnT4hU02Z1tnd0m5qrtvIOLCicKF6NGpWQ9hV3XGypraiuqaiZm5iJ+uM9vut3WUlKv6BkfcmBF9OwNAegJBXEniXmv7e+cvRLWKlAW2BJABYEsAYBuwurzdfQMl5aqq2vqhsQmt3hSwgNOL55c0nb39ZarKqtr6mYXF7eyez5Z4CGuyOdu7ekrKVbX1d0fGp3RmW8DCNjc1q17ivFN1XcPC8qromxcA0hmwJUkijXJLPJgBAClgsjln1cuidwMA0gGdydrR3auqrF8BadYAAAtBSURBVC4pU5WpKmrrG+61tN1taq6qqePqXNXWN4xOTNnd1DZ3zEWRsalZ/3dW1w2t7Z3lFZUlZaryisra+ob7re0Njfcqq2u5rtbfbZqcmXdRRPStCgBpjmbdoFk3iN4NwCPj3BKxLSAAcMBoCQBsMy5EL66ujU5O9w4MtXZ0dfT0DYyMTczMGSx2Ebs0Nj0X/L7Ti9Ur2tHJ6Z7+wZb2zs7e/sHR8cnZBZPNKfpmBACAA0ZLkkR7d6/y1u2oVpGywtkSL2EBQAqY7a65xRXRuwEAgIi4ET0+PSd6NwAAiIFVnXFVZxS9G6lHc2v7e+cvRLWKlAW2BJABYEsAAABbAgDyBWxJklgzmOfUy1GtImWBLQFkANgSAADAlgCAfAFbIh2kLLAlgAwAWwIAANgSAJAvYEuSREd3r/L/b+98ltrGsjjs98lWr8ArULPXJikeIdXxC9j78ACdzsZLb1gNEM+MKlWhSNXQg7EbggXBtpw4AbsTsNEsZEuy/sWSrRxd5/vqW4ClK05RdS/+6R7hV69TDSkySbHk+8RGLIKfv47aFx3xMhBR0L/vpyenLfEyEDGD113rumuJl7F57h82fntRTjWkyCTGkqmNWAQ/347aHzriZSCioH8/TE+aLfEyEDGD1z3rumeJl7F53lif2heXqYYUmeQmrkfEIvj5dtS6uBQvAxEFHd9P/nt6Jl4GImbwqtu/6vbFy8BvE2U/t0R8ZwrRcXg7pokL8ReXJi5EdaWJKyf/Zbz9/dXrVEOKDE1cqIDDuzFNXIi/uDRxIaorTVw5uX/Y+K1cTjWkyCTFkvupjVgEv9yN//rQES8DEQX99jD9s9kSLwMRM/ixZ33sWeJlbJ5d69NfF5ephhQZmrhQAWniQkSauBDVlSau4lhk2C1BBWS3BBHZLUFUV3ZLcvLfxtvf/3idakiRIZagAhJLEJFYgqiuxJKc3D9svCiXUw0pMsQSVEBiCSISSxDVlViSk7/QsyX3k0fEIvjldnT+oSNeBiIK+u1+8ufpmXgZiJjBj93+x25fvAy8V/dzS8QjIKLjl7vx+aUpXgYiCspuCaK6sluSk7/QsyUPUxuxCH69G19cmuJlIKKg3x+m/2u2xMtAxAze9KybniVexuZ5cNh4US6nGlJkiCWogMQSRCSWIKorsSQne9an84vLVEOKDLEEFZBYgojfH6anZ23xMhAxg8SS4lhkiCWogMQSRCSWIKorsSQn/2O8ffXH61RDigyxBBWQWIKIxBJEdSWW5OQv9GzJ5NFGLIK3o/GHjileBiIKej+ZNltt8TIQMYPdvtXtW+JlbJ63o/Gn4TDVkCLDbgkqILsliMhuCaK6sltSHItM4m7J1EYsgrd34w+XpngZiCjo/cO0edYWLwMRM9jtWd2eJV7G5vnP/YOXL3dTDSkyNHGhAtLEhYg0cSGqK01cOXn4pvGiXE41pMgkxZLpo41YBO9G48uOKV4GIgr6MJmetdriZSBiBnt9q9e3xMvYPO9G48/DYaohRYYmLlRAmrgQkSYuRHXt9Qe9/kC8DJyo28QlHgERHdktQUR2SxDVtW8N+tZAvIzNc3//4OXubqoheVAqldyv9/b2SqVSqVTa29sLnBY+FHiFWIIKSCxBRGIJoroSS3Ly8E2jXC6nGpJHJvHHklKp1Ol0Op2O/8W4Q4FXiCWogMQSRCSWIKorsSQnxZ8tefLkie3bLTk+Pt7e3na+3t7ePj4+ds8MHwq/QixBBSSWICKxBFFdiSXFMQ8iY8nz58/9fVzhQ+FXkmLJ46ONWARHo3GnY4qXgYiCTibTVqstXgYiZtCyBpY1EC9j89zfP9jd3U01RNlYYtuIRXA0HndMU7wMRBR0Mp222m3xMhAxg9ZgYA0G4mVsnm8ajXK5nGpIHvyMJi7x3zWiI7EEEYkliOpKLMnJ0Xg8HA5TDcmDn/HIu/jOFKIjTVyISBMXorrSxFUc8yD5HwS7R1f6B8HiERDRkd0SRGS3BFFd2S3Jyf2Dg93d3VRDikxSLPmZdQAkMB6PTdOUrgIAJJlOp+12W7oKAMjCYDAYDAbSVWwgjUajXC5LV7E2kmLJF4Bi0O/3Ly4upKsAAEmGw2Gr1ZKuAgCycH19fX19LV3FBtLtdk3TTDWkX2CSYskFQDE4Ozt7//69dBUAIMn5+fm7d++kqwCALJycnJycnEhXsR6ePXv2D5U5OjqS/hXGQhMXKMDXr19PT0+lqwAASSaTydHRkXQVAJCFq6urq6sr6SrWw9OnT7dU5ubmRvpXGAuxBBSAWAIAxBIAdSGWFAdiCcBKBGNJs6qVSiW9btu2XddLJa3azHLZul6a4Vxq8frea4vfeqNC4wAgP+JiSWC+pqdZ1UKrSOIi4K0CLAEAyxGKJfNZNJ9Ezh/2jJMqchXIbRYTS/KDWAIKEB1LnLUkcyyp67NLhJcz/yvBlXLlt0AAkImcYslsiifEksAi4B5y1xAA+BGRsUTTtPnUa1a1kqZlmstxgSa3WeyLJRXDecmoON/v1MyF75dmfqHFoTs1M3ytwIuBb90LxZdALAFYichYomnafE2Zv6HwbWTodTtiTYpce6JuldZ1rdr0FjLfslXXeSMCIMEyscRbA5wp7cxuXdfibos2q5pzOHRzI24R4M4EQAaiY0m1qnudD3o1YS4758/msm8CRvyZ9v+MXGZxIJaYpmmbtZ15RDDNiCixTCgxKosZIy7iJJzjHnIvSCwBWDuRsUSvVjW97sUSf7pw7394ISI2TkSkkmZVc5eu2Y8I3nGJuL0KAHny41hS12ezcnFZ8N2liNgT0esxR2IWAfemLk1cAMsTE0vqVW0+VbVqPWEuO5Mw/Gc3/Gc6cCjqnBVncTCW1GrGLAJUDNuo+VKDtwcyyy0Vw7ZNwzBtOzo17NRM59x53og8r2KYtZ2t8DmRmyvEEoA1Ex1L6nZd16rV2ZoVfgBEqza9NBKXSmIWuvA5vhs4oRQEAPmzVBNX4LZo8G7FwpRtVjVv8UiezL5FwFszWAQAliYmljTr+vxv9OwOQcxcTm63WqYXa32zOBRLKjVznhPMWsXNBhVjlkacs+ZfzSNKBG4q2dqpmUYletPDObQVcY67WWNHDCOWAKyJuFhi13VN0xJjySyPuHdeFvA/Op9A9HpHKwfAT+WHscR7g7H45FhMLPFvff5o/zNwn9X/3oZFAGAJ4mKJE0iccJI0l5MfJE0ZS1acxaFYslMx5q1TRmVhyyK4oZHYXBXOLImnh8/xLuDlG2IJwLqJjSWz7tPIJi7fAyearmvh1WyZjRLvRN9axo1SAAEWY8ni+5aIMPLj3ZLwpWIJdnJ6iwCpBGAZYmPJ7PmuhduLEXN5rbFkxVkcjiVOIHHCiRtLvGjgJQdv3ySIE2ACESRlLPEloqSRxBKAlYiPJYvZIvjIu+/s0GIWuFOa9J5kYb1LfLwOAHIjuFvizcX59HVf0XV/c+eaY4ntW2pYBACWIzaWzKbT4v/FDM/l9cYSe6VZHBFLdmqmaRim+1TIwmPnvsQRF0timrtSxhKni8vdLeGRd4Bc4OMUAYCPUwRQlw39OEU3ZjgPty/+My23g8sw/KeF04ev1cu2/SekjSVbvqfsebYEICeIJQBALAFQlw2NJUpCLAFYCWIJABBLANSFWFIciCUAK0EsAQBiCYC6EEuKA7EEAAAAAAAgC8QSAAAAAAAQhlgCAAAAAADCEEsAAAAAAEAYYgkAAAAAAAhDLAEAAAAAAGGIJQAAAAAAIAyxBAAAAAAAhCGWAAAAAACAMMQSAAAAAAAQhlgCAAAAAADCEEsAAAAAAEAYYgkAAAAAAAhDLAEAAAAAAGH+D1M/v8CehKz2AAAAAElFTkSuQmCC

Vielleicht machts auch Sinn die Steps noch etwas feiner zu wählen als 5 Punkte.


Hönig zu Ihren Diensten ;) 2er Schritte mit dem Datenset bis 12. März 2016 (damals Close bei 16.50)

Neben den bereits oben erwähnten Zahlen hier noch ein paar von der neuen Klassen-Verteilung:

- 20% zwischen 12 und 14 (grösste 2er Klasse)

- 50% zwischen 12 und 18

- 36% zwischen 12 und 16

- 90% grösser als 12

- 70% grösser als 14

- 53% grösser als 16

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Aktuelle McClellan - SUMM Index stetig höher - aktuell bei 4120. Mc Osc bei rund 100 (Tendenz abnehmend).

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

 
Zuletzt bearbeitet:
Aktueller iVolatility Blog Post ist wieder verfügbar (war zwischenzeitlich nicht aufrufbar): http://www.ivolatility.com/roller/page/trader?entry=volume_16_issue_12_br

Die aktuellen Premiums stiegen stark an - von 14.87 letzter Woche auf über 27 anfangs dieser Woche.

14.03.2015

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

21.03.2016

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

Premiums for normal term structures during uptrends are 10% to 20% while premiums above 20% are unsustainable suggesting a lack of enthusiasm for VIX hedging or expectations that the VIX will soon return to higher levels often occurring around market highs suggesting overbought conditions associated with pullbacks. Alternatively, premiums less than 10% suggest caution and negative premiums indicate oversold conditions. Last Wednesday at 17.17% was in the uptrend green zone but Thursday at 25.39% and Friday at 28.66% rang the overbought bell.

May 22, 2015, the last time the VIX Futures premium was above 20% the SPX had just made a pivot high of 2134.71 on May 20, 2015 a level that has not yet been exceeded, implying an overbought condition due to pull back.


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Aktueller McClellan Osc von gestern - Nulllinie erreicht:

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

CBOE P/C Total Ratio ist nicht in einem kritischen Bereich - gestern Intraday zwischen 1.01 - 1.18

 
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Die aktuellen Premiums stiegen stark an - von 14.87 letzter Woche auf über 27 anfangs dieser Woche.


Hi Hönig,

Danke Für Dein Post.

Ist der gewichtete Durchschnitt der Vix-Fut.-Differenzen ein Hinweis, dass man "vorsichtig" sein sollte, weil andere es laut VIX nicht sind ?

könnte sein.

Das oben angegebene Datum des 20. Mai als bisheriger Top-Punkt des SPX kommt hin.

Dort war ein Hochpunkt.

Das bedeutete aber nicht, dass unmittelbar eine scharfe Korrektur folgte.

Im Gegenteil - der Kurs hielt sich auf diesem Niveau weitere drei Monate.

Anhand der Charttechnik konnte man auf weiteren Anstieg der Kurse bauen.

Die Hinweise auf eine anstehende Korrektur kamen aus anderen Bereichen.

Beispiele:

- Die Marktbreite hatte beständig abgenommen

- Der DJ Transportindex war bereits ein halbes Jahr zuvor auf Aubwärtstrend geschwenkt

- Die Zahl der Distribution Days war deutlich angestiegen (vor allem im Weekly)

usw.

Was im Spätsommer dann kam, ist bekannt.

Zum jetzigen Zeitpunkt sind die Daten anders

- Die Marktbreite ist noch immmer mindestens im mittleren Bereich

- Der Dollar ist stark

- Keine nennenswerten Kurskorrekturen nach den Äusserungen der Fed (ausser der üblichen Vor-Ostern-Vorsicht)

- DOW Jones Transportindex ist deutlich gestiegen und im Uptrend.

    Der Kurs hat die 200-Tage linie überschritten

    Der 21-er EMA kreuzt in Kürze nach oben.

DJTA_3.PNG

Die Zahl der Distribution Days im ES ist gering - nur Drei Tage !

DistributionDays_3.PNG

Die Volatilität im Gold ist auf den langjährigen Durchschnitt gefallen

Gold_Vola_3.PNG

Die Öl-Volatilität ist stark zurückgekommen und unter die 200-Tage Linie gefallen

CL_Vola_3.PNG

Die Advane/Decline zeigt aufwärts (und ist bereits über der 200 Tage-Linie)

Der 21-Ema hat nach oben gekreuzt.

ad_NYSE_3.PNG

Was schliesse ich aus diesen Informationen ?

Eine scharfe Korrektur wird nicht sofort kommen. Es fehlen die Übertreibungen.

Die Ängste im Öl und im Gold sind verschwunden.

Einen Peak auf neue Hochs ?

Immerhin steht die Earnings Report Season vor der Tür. Und die ist immer für die eine oder andere Überraschung gut.

Trading-Konsquenz für mich:

Nichts weiter tun.

Im XIV war ich ja wieder long eingestiegen und nun warte ich ab - vielleicht bis zur 27.

Im VXX sieht es sehr gut aus - den weiteren (gewünschten) Abfall  abwarten.

Die verkauften Puts im Natural Gas im Gewinn verfallen lassen

Die verkaufen Puts im Crude Oil laufen lassen. Prämien sind fast auf Null gefallen

Eventuell .. Nach Ostern in einzelnen trendierenden Aktien Longpostionen eingehen - vor allem, wenn sie neue ATH'S  machen und gleichzeitig Puts drunter schreiben.

Ansonsten tue ich das, was ein Stillhalter meistens tut:

still halten

:)

Frohe Ostern

 
Vor einigen Wochen hatte ich begonnen, meine Morgenroutine statistisch auszuwerten. In diesem Zusammenhang hatte ich die Idee, den VIX etwas genauer anzuschauen. Vor allem interessierten mich die Fragen, ob man die Veränderung des VIX ("Geschwindigkeit") und die Veränderung der Veränderung des VIX ("Beschleunigung") verwenden kann, um markante Punkte - z. B. Trendwenden, Beginn von Welle 3/C - im Chart zu identifizieren. Die Grundannahme war dabei, dass im VIX die Stimmung der Marktteilnehmer besser zum Ausdruck kommt als in den Kursen.

Was die Geschwindigkeit des VIX anbelangt, hat sich seit Anfang Jahr folgende Verteilung ergeben:

VerteilungGeschwindigkeit.PNG

Dabei erkennt man, dass sich der VIX in 82.14% der Fälle zwischen -2 und 2.5 Einheiten pro Tag verändert. Kleiner als -2 ist die Veränderung des VIX bloss in 4.46% der Fälle, ebenso ist die Veränderung des VIX nur in 4.46% grösser als 2.5. Trägt man diese Extremgeschwindigkeiten in den Chart des S&P500 seit Anfang Jahr ein, ergibt sich folgendes Bild:

Geschwindigkeit.PNG

Kleine Legende:

rote durchgezogene Linie: VIX-Geschwindigkeit kleiner als -2

grüne durchgezogene Linie: VIX-Geschwindigkeit grösser als 2.5

rote gestrichelte Linie: VIX-Geschwindigkeit zwischen -2 und -1.5

güne gestrichelte Linie: VIX-Geschwindigkeit zwischen 2 und 2.5

Auffällig dabei ist natürlich die Anhäufung zu Beginn des Jahres, als der VIX mehrere Tage über 20 lag. Die Vermutung liegt nahe, dass bei höheren VIX-Werten auch höhere VIX-Geschwindigkeiten vorliegen. Ein Bild schafft Klarheit:

VIXGeschwindigkeit.PNG

Natürlich drängt sich da die Idee auf, die VIX-Geschwindigkeiten nicht absolut zu betrachten, sondern relativ zu einer Grösse. Denkbar sind verschiedene Grössen: der VIX selbst, ein EMA der VIX-Geschwindigkeit, ein Vielfaches der Standardabweichung der VIX-Geschwindigkeit (eine Art Bollinger Band) usw.

Ich habe das Ganze mal für folgendes Szenario durchgespielt:

Ich vergleiche die VIX-Geschwindigkeit mit dem EMA(3) der VIX-Geschwindigkeit. Markiert sind alle Tage, an denen die VIX-Geschwindigkeit 5mal bzw. -5mal so gross wie der EMA(3) der VIX-Geschwindigkeit am Vortag war.

GeschwindigkeitvsEMA.PNG

Falls der EMA(3) am Vortag nahe bei 0 liegt, wird auf diese Weise natürlich schnell ein Signal erzeugt. Entsprechend habe ich im Nachhinein die Einschränkung eingefügt, dass die VIX-Geschwindigkeit grösser als 1 betragen soll. Die gestrichelten Linien entsprechen den dann weggefallenen Tagen.

Die entscheidende Frage lautet nun natürlich: Ist dies alles Spielerei oder taugt das zu etwas? Was meint ihr?

Gruss

Kurt

 
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Das kann ich dir im Moment nicht sagen, da ich noch mit dem Blick in die Vergangenheit und anderem beschäftigt war. Wie die Geschwindigkeit habe ich auch die Beschleunigung des VIX etwas genauer angeschaut, und wie mir scheint, könnte ein Signal Anzeichen liefern, dass eine Bewegung beendet ist. Ich müsste dieses halt im Nachhinein auf diese Woche anwenden. Oder wie Don zu sagen pflegt:

"Hinterher haben's immer alle schon vorher gewusst." ;-)

Um ehrlich zu sein, habe ich aber gewisse Zweifel, weil ich ja bloss die Tagesschlusskurse des VIX anschaue und ich mir nicht vorstellen kann, dass man aus dem gestrigen Tagesschlusskurs auf den heutigen Anstieg schliessen kann. Aber ich schaue es mir mal an.

Gruss

Kurt

 
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Ich feiere heute meinen 1. Geburtstag im Forum :cheers:


Schön bist du da:)

Apropos der Geschwindigkeit, ich finde die sehr bedeutend, so ist zu erkennen wo der Trend und was die Korrektur und vor allem wie lange eine Korrektur im Verhältnis andauert. Das könnte eine grosse Hilfe für EW sein. Nicht speziell beim VIX sondern bei den Indices. Im Grunde egal in welcher Zeiteinheit die gemessen werden, Wellen zählen habe ich im 1min. geübt, ist genau das selbe ob 1min. oder 1 W.

 
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Vor allem interessierten mich die Fragen, ob man die Veränderung des VIX ("Geschwindigkeit") und die Veränderung der Veränderung des VIX ("Beschleunigung") verwenden kann, um markante Punkte - z. B. Trendwenden, Beginn von Welle 3/C - im Chart zu identifizieren. Die Grundannahme war dabei, dass im VIX die Stimmung der Marktteilnehmer besser zum Ausdruck kommt als in den Kursen.


Ich finde es gut, wie du an die Sache rangehst. Cool, statistisch und ohne grosse Erwartungen. Um hier auf Daily Basis eine verlässliche Aussage treffen zu können, müsste man wohl noch einen grösseren Zeitraum untersuchen.

Ich schaue mir den VIX auch öfters mal zusammen mit dem SPX an. Dabei achte ich vor allem auf Divergenzen.

Hier zum Beispiel SPX (schwarz) vs. VIX inverted (blau)

SYXF3FkG


Da war im vergangenen Jahr vor fast allen markanten Wendepunkten eine klare Divergenz ersichtlich.

(auch dies ist natürlich ein viel zu beschränkter Zeitraum für eine ernsthafte Aussage)

 
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Ich habe mir den VIX als eine Grösse vorgestellt, die sich jeweils mit einer gewissen Geschwindigkeit von seinem Mittelwert weg- oder zu seinem Mittelwert hinbewegt. In diesem Gedankenmodell erschien mir der Beschleunigung, d. i. der Veränderung der Veränderung des VIX, eine bestimmte Bedeutung zuzukommen. Schliesslich sind beim Autofahren auch die Momente am "spannendsten", in denen man entweder stark beschleunigt oder bremst.

Wie bereits bei der Geschwindigkeit habe ich die Verteilung der Beschleunigung seit Anfang Jahr angeschaut.

Beschleunigung.PNG

An 86.24% der Tage verändert sich die Geschwindigkeit zwischen -2.5 und 2.5 Einheiten pro Tag pro Tag. Auf Grundlage der Verteilung kann man von Extremwerten reden, wenn der VIX mit über 2.5 (Einheiten/Tag)/Tag beschleunigt oder bremst.

Solche Tage kamen seit Anfang Jahr wie folgt vor (es sei noch angeführt, dass ich letzte Woche noch nicht berücksichtigt habe. Kommt noch, ich hatte es Plena ja versprochen):

Beschleunigung.PNG

Anfang Jahr bewegte sich der VIX also - wie im vorigen Post bereits betrachtet - nicht nur mit überhöhter Geschwindigkeit, er beschleunigte und bremste auch überdurchschnittlich stark. Und wie bei der Geschwindigkeit habe ich die Beschleunigung in Abhängigkeit des VIX dargestellt:

VIXBeschleunigung.PNG

Wiederum stellt sich die Gretchenfrage, relativ zu welcher Grösse man die Beschleunigung des VIX betrachten will. Möglichkeiten gibt es viele, ich stelle mal zwei Ideen vor.

Der Konsistenz willen (vgl. VIX-Geschwimdigkeit-Beitrag) vergleiche ich die VIX-Beschleunigung mit dem EMA(3) der VIX-Beschleunigung und markiere alle Tage, an denen die VIX-Beschleunigung 5mal bzw. -5mal so gross wie der EMA(3)-Wert des Vortages war. Da sich auch hierbei das Problem stellt, dass, sobald der exponentiell geglättete Mittelwert nahe bei 0 liegt, Fehlsignale erzeugt werden, wähle ich wiederum die Einschränkung, dess der EMA(3) grösser als 0.2 sein soll. Das Signal zeigt dann wie folgt an:

BeschlBeschl.PNG

Persönlich gefallen mir die angezeigten Tage recht gut, im Sinne von verheissungsvoll. Gleichwohl möchte ich festhalten, dass man bei der Wahl der Parameter auch ganz anders vorgehen kann. Ich habe den EMA(3) gewählt, weil ich einen schnell reagierenden Mittelwert haben wollte, und ich habe den Parameter 5 (5mal grösser bzw. kleiner als der EMA(3)) als reinen trial-and-error-Wert, der eine gewisse Exklusivität garantiert, gewählt. Nun die Fragen an euch:

- Was denkt ihr, macht der Vergleich der VIX-Beschleunigung mit einem Mittelwert grundsätzlich Sinn oder nicht?

- Wäre es besser, eine Art Bollinger Band zu konstruieren, d. i. einen von der Standardabweichung abhängigen Bereich um dem Mittelwert, in dem sich die VIX-Beschleunigung "normalerweise" bewegt?

Als Alternative habe ich die VIX-Beschleunigung in Beziehung zum EMA(3) der VIX-Geschwindigkeit vom Vortag gesetzt. Und zwar wie folgt: Das Signal zeigt an, wenn das Verhältnis VIX-Beschleunigung/EMA(3)-VIX-Geschwindigkeit grösser als 4 oder kleiner als -4 ist. Die Signale sehen jetzt wie folgt aus:

Signal2richtig.PNG

Selbstverständlich lässt sich auch hier wiederum weiter herumbasteln, ist doch keine Wahl der Parameter notwendig. Man könnte zum Beispiel die VIX-Beschleunigung auch mit dem VIX selbst vergleichen. Deshalb auch hier in Justin Biebers Worten:

- What do you mean?

Gruss

Kurt

 
Zuletzt bearbeitet von einem Moderator:
@kurt

VIX +37%, hast du Anzeichen dafür gehabt?


Hallo Plena

Wie versprochen habe ich den Verlauf des VIX letzte Woche hinsichtlich der VIX-Beschleunigungssignale etwas genauer betrachtet. Nach Signal 1, d. i. das Signal zeigt an, wenn die Beschleunigung 5mal oder -5mal so gross wie der EMA(3) der VIX-Beschleunigung ist, ergibt sich folgendes Bild:

Signal1.PNG

Nun ist die Interpretation natürlich Interpretationssache. Müsste ich Tradingsignale verkaufen, würde ich grossspurig posaunen, dass nach diesem Signal die Bewegung nach oben am Mittwoch, den 22.06., beendet war, und damit die Erholung vom Donnerstag nicht vom VIX bestätigt wurde.

Bei der Anwendung von Signal 2 auf letzte Woche habe ich bemerkt, dass ich im gestrigen Post das falsche Bild hochgeladen habe, leider. Shame on me.  :roll:

Deswegen bearbeite ich gleich den gestrigen Post und bringe noch ein Signal 3 ins Spiel.

Gruss

Kurt

 
Und nun gleich der zweite Teil des Korrigendum. Mein gestern gepostetes Bild war schon das Produkt eines Signals, ich habe dieses aber falsch beschrieben.

Signal3.PNG

Die Grundidee habe ich gestern schon richtig beschrieben: es geht um die Erkennung von Trendwenden. Und die Signale gefallen mir immer noch sehr gut ;-) , wird doch das Ende der jeweiligen Bewegung relativ gut getroffen, wenn der VIX kleiner als 20 ist. Die Anwendung auf letzte Woche zeigt: Der Brexit vom Freitag wurde von diesem Signal nicht vorweggenommen, leuchtet doch der 23.06. grün auf.

Nur die Konstruktion des Signals habe ich gestern in einem Punkt falsch beschrieben. Bei diesem Signal wird die VIX-Beschleunigung mit der betragsmässig grösseren VIX-Beschleunigung der beiden Vortage verglichen. Liegt dieses Verhältnis ausshalb der 1.44fachen Standardabweichung-Umgebung um den Mittelwert dieser Verhältnisse seit Anfang Jahr, zeigt das Signal an.

Gruss

Kurt

 
Um wieder etwas Klarheit in die Sache zu bringen, braucht es etwas Einfaches, Profanes: einen Schönheitswettbewerb in bester Trump'scher Manier. Deshalb die Frage:

Welches Signal ist eure Miss?

Signal 1

Signal1neu.PNG

Signal 2

Signal2neu.PNG

Signal 3

Signal3neu.PNG

Gruss

Kurt

 
Zuletzt bearbeitet von einem Moderator:
VIX auf 12. Das ist nicht weiter erstaunlich, da wir neue Alltime Highs haben im SPX.

Hönig und ich haben kürzlich eine statistische Auswertung der historischen VIX-Daten seit Oktober 2002 (Start neue Berechnungsmethode) gemacht. Die Frage war: Wie lange bleibt der VIX unter 14, wenn er per Daily Close darunter schliesst? Die Auswertung ergab folgendes Ergebnis:

Total Tage unter 14 = 901

Anzahl Perioden = 60

Schnitt Tage unter 14 = 15

Median Tage unter 14 = 7

Der VIX verharrte also im Schnitt jeweils 15 Tage unter 14. Der markant tiefere Wert beim Median zeigt, dass es eben auch einige wenige Perioden gab, in welcher er viel länger unter 14 verharrte. Falls jemand das Excel möchte mit der Auswertung einfach melden. Ist so eingestellt, dass man die Auswertung für alle beliebigen Werte machen kann, auch das Pendant - wie lange bleibt der VIX über einem bestimmten Wert, wenn er per Daily Close darüber schliesst?

Nxskk5Er


 
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Hönig und ich haben kürzlich eine statistische Auswertung der historischen VIX-Daten seit Oktober 2002 (Start neue Berechnungsmethode) gemacht. Die Frage war: Wie lange bleibt der VIX unter 14, wenn er per Daily Close darunter schliesst? Die Auswertung ergab folgendes Ergebnis:

Total Tage unter 14 = 901

Anzahl Perioden = 60

Schnitt Tage unter 14 = 15

Median Tage unter 14 = 7


Hier das ganze noch als Grafik.

VIX < 14 = grün

VIX > 35 = rot

blau = VIX Daily Close (Daten von CBOE)

VIX_Extremwerte_14_35.png

 
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Und hier das ganze mit VIX < 12 bzw. > 40





Tage < 12


 


 


277




Anzahl <12 Perioden


38




Schnitt Tage unter 12


7,289474




Median Tage unter 12


5







VIX_Extremwerte_12_40.png

 
Danke für die Erfassung hier im Thread, @cello.

Hier noch ergänzend das 75 und 90 Quantil für bestimmte VIX Werte und deren Dauer. Frage ist: Wie lange waren die Perioden für 75 bzw. 90 Prozent der Anzahl solcher Zeitperioden, in welcher der VIX unter einem bestimmten Level war. Median (50%) hat Cello bereits auch schon oben aufgelistet.






VIX


 


 


12


13


14


15




Tage < 


 


 


277


565


901


1172




Anzahl Perioden


 


38


53


60


64




Schnitt Tage


 


7


10


15


18




Median Tage


 


5


5


7


7




Min


 


 


2


2


2


2




Max


 


 


37


115


133


136




75-Quantil Tage


 


8.75


7


16


20.75




90-Quantil Tage


 


14


19.8


38.2


34.7






Bei der Betrachtung der Ergebnisse sieht man dann jedoch, dass es ein Grosses hin und her gibt. D.h. unter 12, dann wieder kurz darüber, dann wieder drunter etc. Die Periodendauer ist dann zwar jeweils kurz, die Anzahl ist entsprechend hoch und wir gewinnen damit nur bedingt eine Aussagekraft über mögliche Trading-Konsequenzen.

Mit einer erweiterten Auswertung können wir unsere Grundfrage vielleicht ein wenig besser beantworten: Wie lange bleibt der VIX unter einem bestimmten Wert bis er wieder über einen anderen höheren und für uns wichtigeren Wert steigt? D.h. die Vola nimmt nach einem Taucher unter einem Wert wieder zu und übersteigt eine wichtigere Marke als der Threashold selber. Hier ist wiederum die Tabelle für verschiedene VIX Threasholds. 12/15 bedeutet z.B., dass wir die Perioden zählen, in welcher der VIX unter 12 notiert und später wieder über 15. Hier sehen wir schön, wie lange es eben in solchen Phasen gehen kann, wenn wir von einem Vola-Anstieg profitieren wollen.






VIX


 


12 / 16


12 / 18


12 / 20


13 / 16


13 / 18


13 / 20


14 / 20




Tage < 


 


613


774


851


868


1024


1111


1480




Anzahl Perioden


11


8


7


18


11


8


10




Schnitt Tage


55


96


121


48


93


138


148




Median Tage


37


57.5


71


28


55


99


104.5




Min


 


3


3


4


4


21


22


24




Max


 


130


359


372


132


413


426


496




75-Quantil Tage


86.5


106


166.5


60.25


89


143


155




90-Quantil Tage


128


198.7


289.2


109.4


132


293


291.7






Die erste Auswertung nur mit einem Threashold hat uns ein trügerisches Bild geliefert bezgl. Dauer ==> für VIX unter 12 haben wir für 90% der Perioden nur 14 Tage bekommen, wenn wir aber wollen, dass der VIX wieder über 15 notiert, sind es bereits 128 Tage (4 Monate...). Das Bild von Cello oben für 12 können wir nun mit dem zweiten Ansatz vergleichen, sieht doch schon viel klarer aus.

VIX für 12 als Threashold und 16 als Wert der übersteigt werden muss (grün)

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