Large sample methods in statistics : an introduction with applications

書誌事項

Large sample methods in statistics : an introduction with applications

Pranab K. Sen and Julio M. Singer

(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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