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Large Sample Methods in Statistics (1994): An Introduction with Applications: CRC Press Revivals

Autor Pranab K. Sen, Julio M. Singer
en Limba Engleză Paperback – 25 ian 2019
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.
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Specificații

ISBN-13: 9781138560819
ISBN-10: 1138560812
Pagini: 394
Dimensiuni: 156 x 234 x 21 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria CRC Press Revivals


Public țintă

Professional

Cuprins

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

Descriere

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.