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Large Sample Methods in Statistics (1994)

An Introduction with Applications

Gebonden Engels 2017 9781138106017
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Samenvatting

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.

Specificaties

ISBN13:9781138106017
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:394
Uitgever:Taylor & Francis Ltd

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Inhoudsopgave

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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          Large Sample Methods in Statistics (1994)