1st Edition

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

By Pranab K. Sen, Julio M. Singer Copyright 1993
    394 Pages
    by CRC Press

    394 Pages
    by CRC Press

    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.

    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

    Biography

    Pranab K. Sen, Julio M. Singer