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International Conference “Modern Stochastics: Theory and Applications II” is dedicated to three anniversaries of prominent Ukrainian scientists: Anatolij Skorohod, Volodymyr Korolyuk and Igor Kovalenko. The conference was held on September 7-11, 2010 at Kyiv National Taras Shevchenko University. The aim of the conference was to bring together national and international researchers in probability and related fields. It provided a unique opportunity for exchanging ideas and discussing recent results and new trends in probability, statistics and their applications.