Large Sample Methods in Statistics (1994)

An Introduction with Applications
1. Auflage 2019
ISBN: 978-1-138-56081-9
Verlag: Taylor & Francis

Buch, Englisch, 394 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 553 g

Reihe: CRC Press Revivals

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.

Autoren/Hrsg.

Sen, Pranab K

Singer, Julio M

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik

Inhaltsverzeichnis

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

Über Autor(innen)

Pranab K. Sen, Julio M. Singer