From Finite Sample to Asymptotic Methods in Statistics pdf epub mobi txt 电子书下载 2025

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出版者:Cambridge University Press

作者:Pranab K. Sen

出品人:

页数:398

译者:

出版时间:2009-10-30

价格:GBP 62.00

装帧:Hardcover

isbn号码:9780521877220

丛书系列:Cambridge Series in Statistical and Probabilistic Mathematics

图书标签:

Statistics

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Exact statistical inference may be employed in diverse fields of science and technology. As problems become more complex and sample sizes become larger, mathematical and computational difficulties can arise that require the use of approximate statistical methods. Such methods are justified by asymptotic arguments but are still based on the concepts and principles that underlie exact statistical inference. With this in perspective, this book presents a broad view of exact statistical inference and the development of asymptotic statistical inference, providing a justification for the use of asymptotic methods for large samples. Methodological results are developed on a concrete and yet rigorous mathematical level and are applied to a variety of problems that include categorical data, regression, and survival analyses. This book is designed as a textbook for advanced undergraduate or beginning graduate students in statistics, biostatistics, or applied statistics but may also be used as a reference for academic researchers.