A Parametric Approach to Nonparametric Statistics

By Philip L. H. Yu and Mayer Alvo

Book Overview

I. Introduction and Fundamentals.- Introduction.- Fundamental Concepts in Parametric Inference.- II. Modern Nonparametric Statistical Methods.- Smooth Goodness of Fit Tests.- One-Sample and Two-Sample Problems.- Multi-Sample Problems.- Tests for Trend and Association.- Optimal Rank Tests.- Efficiency.- III. Selected Applications.- Multiple Change-Point Problems.- Bayesian Models for Ranking Data.- Analysis of Censored Data.- A. Description of Data Sets.

• Format: Paperback
• Language: English
• ISBN: 3030068048
• ISBN13: 9783030068042
• Release Date: December 2018
• Publisher: Springer
• Length: 279 Pages
• Weight: 1.48 lbs.
• Dimensions: 0.6" x 8.3" x 11.0"