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An introduction to modern nonparametric statistics / (Higgins, James J.)

Bibliographical information (record 318946)

An introduction to modern nonparametric statistics /
Author:	Higgins, James J. Search Author in Amazon Books
Publisher:	Brooks/Cole,
ISBN:	0534387756
Edition:	c2004.
Classification:	QA278.8
Dewey:	519.5/4

Detailed notes

- Includes bibliographical references (p. 351-355) and index.

- Preliminaries -- One-Sample Methods -- 1.1.A Nonparametric Test of Hypothesis and Confidence Interval for the Median -- 1.2.Estimating the Population cdf and Percentiles -- 1.3.A Comparison of Statistical Tests -- 2.Two-Sample Methods -- 2.1.A Two-Sample Permutation Test -- 2.2.Permutation Tests Based on the Median and Trimmed Means -- 2.3.Random Sampling the Permutations -- 2.4.Wilcoxon Rank-Sum Test -- 2.5.Wilcoxon Rank-Sum Test Adjusted for Ties -- 2.6.Mann-Whitney Test and a Confidence Interval -- 2.7.Scoring Systems -- 2.8.Tests for Equality of Scale Parameters and an Omnibus Test -- 2.9.Selecting Among Two-Sample Tests -- 2.10.Large-Sample Approximations -- 3.K-Sample Methods -- 3.1.K-Sample Permutation Tests -- 3.2.The Kruskal-Wallis Test -- 3.3.Multiple Comparisons -- 3.4.Ordered Alternatives -- 4.Paired Comparisons and Blocked Designs -- 4.1.Paired-Comparison Permutation Test -- 4.2.Signed-Rank Test -- 4.3.Other Paired-Comparison Tests -- 4.4.A Permutation Test for a Randomized Complete Block Design -- 4.5.Friedman's Test for a Randomized Complete Block Design -- 4.6.Ordered Alternatives for a Randomized Complete Block Design -- 5.Tests for Trends and Association -- 5.1.A Permutation Test for Correlation and Slope -- 5.2.Spearman Rank Correlation -- 5.3.Kendall's Tau -- 5.4.Permutation Tests for Contingency Tables -- 5.5.Fisher's Exact Test for a 2x2 Contingency Table -- 5.6.Contingency Tables with Ordered Categories -- 5.7.Mantel-Haenszel Test -- 5.8.McNemar's Test -- 6.Multivariate Tests -- 6.1.Two-Sample Multivariate Permutation Tests -- 6.2.Two-Sample Multivariate Rank Tests -- 6.3.Multivariate Paired Comparisons -- 6.4.Multivariate Rank Tests for Paired Comparisons -- 6.5.Multiresponse Categorical Data -- 7.Analysis of Censored Data -- 7.1.Estimating the Survival Function -- 7.2.Permutation Tests for Two-Sample Censored Data -- 7.3.Gehan's Generalization of the Mann-Whitney Test -- 7.4.Scoring Systems for Censored Data -- 7.5.Tests Using Scoring Systems for Censored Data -- 8.Nonparametric Bootstrap Methods -- 8.1.The Basic Bootstrap Method -- 8.2.Bootstrap Intervals for Location-Scale Models -- 8.3.BCA and Other Bootstrap Intervals -- 8.4.Correlation and Regression -- 8.5.Two-Sample Inference -- 8.6.Bootstrap Sampling from Several Populations -- 8.7.Bootstrap Sampling for Multiple Regression -- 9.Multifactor Experiments -- 9.1.Analysis of Variance Models -- 9.2.Aligned-Rank Transform -- 9.3.Testing for Lattice-Ordered Alternatives -- 10.Smoothing Methods and Robust Model Fitting -- 10.1.Estimating the Probability Density Function -- 10.2.Nonparametric Curve Smoothing -- 10.3.Robust and Rank-Based Regression.