Large sample methods in statistics : an introduction with applications
著者
書誌事項
Large sample methods in statistics : an introduction with applications
(CRC revivals)
CRC Press, 2018, c1993
- : hbk
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注記
"First published 1993 by Chapman & Hall/CRC ... Reissued 2018 by CRC Press"--T.p. verso
Includes bibliographical references (p. [371]-376) and index
内容説明・目次
内容説明
This text bridges the gap between sound theoretcial developments and practical, fruitful methodology by providing solid justification for standard symptotic statistical methods. It contains a unified survey of standard large sample theory and provides access to more complex statistical models that arise in diverse practical applications.
目次
1 Objectives and Scope: General Introduction 2 Stochastic Convergence 3 Weak Convergence and Central Limit Theorems 4 Large Sample Behavior of Empirical Distributions and Order Statistics 5 Asymptotic Behavior of Estimators and Test Statistics 6 Large Sample Theory for Categorical Data Models 7 Large Sample Theory for Regression Models 8 Invariance Principles in Large Sample Theory
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