Elements of Large-Sample Theory

• Corporate Author: SpringerLink (Online service)
• Other Authors: Lehmann, E. L. (Editor)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 1999.
• Series: Springer Texts in Statistics,
• Subjects: Statistics.; Statistical Theory and Methods.

Elements of Large-Sample Theory provides a unified treatment of first- order large-sample theory. It discusses a broad range of applications including introductions to density estimation, the bootstrap, and the asymptotics of survey methodology. The book is written at an elementary level and is suit...

Table of Contents:

• Mathematical Background
• Convergence in Probability and in Law
• Performance of Statistical Tests
• Estimation
• Multivariate Extensions
• Nonparametric Estimation
• Efficient Estimators and Tests.