Description: The ISBN 9780821811832 corresponds to the book Asymptotic Statistical Methods for Stochastic Processes by Yu. N. Linkov. It is part of the Translations of Mathematical Monographs series published by the American Mathematical Society. This book delves into the theoretical aspects of statistical inference for stochastic processes. It covers topics such as: Asymptotic properties of likelihood ratios: These play a crucial role in statistical hypothesis testing and estimation. Asymptotic normality: This is a fundamental concept in statistics, allowing us to approximate the distribution of certain statistics using a normal distribution. Asymptotic efficiency: This refers to how well a statistical estimator performs as the sample size increases. The book is aimed at researchers and graduate students in statistics, probability theory, and related fields. It provides a rigorous mathematical treatment of the subject matter, making it a valuable resource for those interested in the theoretical foundations of statistical inference for stochastic processes.
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Series: Translations of Mathematical Monographs
Author: Not Available
Publication Name: Asymptotic Statistical Methods for Stochastic Processes
Format: Hardcover
Language: English
Publisher: American Mathematical Society
Subject: Engineering & Technology, Mathematics
Publication Year: 2001
Type: Textbook