Title Theorems of large deviations for the sums of a random number of independent random variables
Translation of Title Atsitiktinio skaičiaus nepriklausomų dėmenų sumos didžiųjų nuokrypių teoremos.
Authors Kasparavičiūtė, Aurelija
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Pages 128
Keywords [eng] theorems of large deviations ; sum of a random number of summands ; cumulant method
Abstract [eng] The research object of this thesis is the sum of a random number of summands of independent identically distributed random variables with positive weights. Such sums appear as models, for example, in insurance, finance mathematics. Throughout the thesis, it is assumed that the random number of summands is independent of the summands, the summands satisfy S. N. Bernstein's condition, and the random number of summands together with weights satisfy some compatibility conditions. The aim of this dissertation is a normal approximation to a distribution of the sum of a random number of summands of independent identically distributed random variables with positive weights that takes into consideration large deviations in both the Cramer and the power Linnik zones.
Type Doctoral thesis
Language English
Publication date 2014