b.lect29 - Outline Nonparametric Methods Paired Data...

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Unformatted text preview: Outline Nonparametric Methods Paired Data Lecture 29 Chapter 10: Comparing Two Populations Michael Akritas Michael Akritas Lecture 29 Chapter 10: Comparing Two Populations Outline Nonparametric Methods Paired Data Nonparametric Methods The Rank-Sum Test Procedure Paired Data The Contrast Method The Signed Rank Test Michael Akritas Lecture 29 Chapter 10: Comparing Two Populations Outline Nonparametric Methods Paired Data The Rank-Sum Test Procedure Motivation Michael Akritas Lecture 29 Chapter 10: Comparing Two Populations Outline Nonparametric Methods Paired Data The Rank-Sum Test Procedure Motivation I The contrast-based procedures require large sample sizes. Michael Akritas Lecture 29 Chapter 10: Comparing Two Populations Outline Nonparametric Methods Paired Data The Rank-Sum Test Procedure Motivation I The contrast-based procedures require large sample sizes. I The Mann-Whitney-Wilcoxon rank-sum test (or rank-sum test for short), which will be described, can be used with both small and large sample sizes. Michael Akritas Lecture 29 Chapter 10: Comparing Two Populations Outline Nonparametric Methods Paired Data The Rank-Sum Test Procedure Motivation I The contrast-based procedures require large sample sizes. I The Mann-Whitney-Wilcoxon rank-sum test (or rank-sum test for short), which will be described, can be used with both small and large sample sizes. I If the two populations are continuous, the null distribution of the TS is known even with very small sample sizes. Michael Akritas Lecture 29 Chapter 10: Comparing Two Populations Outline Nonparametric Methods Paired Data The Rank-Sum Test Procedure Motivation I The contrast-based procedures require large sample sizes. I The Mann-Whitney-Wilcoxon rank-sum test (or rank-sum test for short), which will be described, can be used with both small and large sample sizes. I If the two populations are continuous, the null distribution of the TS is known even with very small sample sizes. I For discrete populations, the null distribution of the TS can be well approximated with much smaller sample sizes than those required by contrast-based procedure. Michael Akritas Lecture 29 Chapter 10: Comparing Two Populations Outline Nonparametric Methods Paired Data The Rank-Sum Test Procedure Motivation I The contrast-based procedures require large sample sizes. I The Mann-Whitney-Wilcoxon rank-sum test (or rank-sum test for short), which will be described, can be used with both small and large sample sizes. I If the two populations are continuous, the null distribution of the TS is known even with very small sample sizes. I For discrete populations, the null distribution of the TS can be well approximated with much smaller sample sizes than those required by contrast-based procedure....
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b.lect29 - Outline Nonparametric Methods Paired Data...

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