Revival: Large Sample Methods in Statistics (1994) - An Introduction With Applications

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.

List of contents

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

About the author

Pranab K. Sen, Julio M. Singer

Product details

• Authors: Pranab K. Sen, Pranab K. (University of North Carolina Sen, Julio M. Singer, Singer Julio M.
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 28.09.2017
• EAN: 9781138106017
• ISBN: 978-1-138-10601-7
• No. of pages: 394
• Series: CRC Press Revivals
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; MATHEMATICS / Probability & Statistics / General, Probability & statistics, Probability and statistics