From finite sample to asymptotic methods in statistics

Publication Data

• Title From finite sample to asymptotic methods in statistics
• Author Pranab Kumar Sen
• Contributors Julio da Motta Singer, Antonio C. Pedroso de Lima
• Publisher Cambridge University Press
• Publication date 2010
• Publication location Cambridge
• Language English

Contents

Motivation and basic tools
Estimation theory
Hypothesis testing
Elements of statistical decision theory
Stochastic processes: an overview
Stochastic convergence and probability inequalities
Asymptotic distributions
Asymptotic behavior of estimators and tests
Categorical data models
Regression models
Weak convergence and Gaussian processes.

Topics

• Mathematical statistics
• Probabilities
• Estimation theory
• Asymptotic expansions

From finite sample to asymptotic methods in statistics by Pranab Kumar Sen. ISBN 9780521877220. Published by Cambridge University Press in 2010. Publication and catalogue information, links to buy online and reader comments.