Inference on Quantiles of Normal Populations: One- and Multi-Sample Cases
Table of Chapters
- Title Page and Abstract
- Chapter 1: Introduction and Background
- 1.1 Review of Literature
- 1.2 Research Problems
- 1.3 Organization of the Dissertation
- Chapter 2: Confidence intervals for normal quantiles: one- and two-sample problems
- 2.1 Introduction
- 2.2 Confidence Intervals for a Quantile
- 2.2.1 Noncentral t Confidence Interval
- 2.2.2 Normal Approximation
- 2.2.3 Fiducial Distributions for a Normal Quantile
- 2.3 Confidence Intervals for the Difference/Ratio of Two Quantiles
- 2.3.1 Noncentral t Fiducial Confidence Intervals
- 2.3.2 Normal Approximate Fiducial Confidence Intervals
- 2.4 Coverage and Precision Studies
- 2.5 Examples
- Chapter 3: Tests for Comparing Several Normal Quantiles and Pairwise Confidence Intervals
- 3.1 Introduction
- 3.2 Tests for Equality of Quantiles
- 3.2.1 Fiducial Quantities for Quantiles
- 3.2.2 Generalized Variable Test
- 3.2.3 Likelihood Ratio Test
- 3.2.4 The Parametric Bootstrap Test
- 3.3 Type I Error Rates and Power Studies
- 3.4 Simultaneous CIs for Pairwise Differences
- 3.4.1 One-Sample Confidence Intervals
- 3.4.2 FG Method for Simultaneous Pairwise CIs
- 3.4.3 Parametric Bootstrap Method
- 3.4.4 Bonferroni Simultaneous Fiducial CIs
- 3.4.5 Coverage and Precision Studies
- 3.5 Examples
- Chapter 4: Confidence Intervals for the Common Quantile of Several Normal Populations
- 4.1 Introduction
- 4.2 One-Sample Tests for a Quantile
- 4.3 Combined Tests and Confidence Intervals for a Common Quantile
- 4.3.1 Fiducial Confidence Interval
- 4.4 Coverage and Precision
- 4.5 Examples
- Chapter 5: Conclusions
- Bibliography
- Appendices
- Appendix A
- Appendix B
- Appendix C
- Appendix D
- Appendix E
- Biographical Sketch