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Applying contemporary statistical techniques
Title:
Applying contemporary statistical techniques
Author:
Wilcox, Rand R.
ISBN:
9780127515410
9780080527512
Personal Author:
Publication Information:
Amsterdam ; Boston : Academic Press, ©2003.
Physical Description:
1 online resource (1 volume (various pagings)) : illustrations
Contents:
Introduction; Probability and Related Concepts; Summarizing Data; Sampling Distributions and Confidence Intervals; Hypothesis Testing; Least Squares Regression and Pearson's Correlation; Basic Bootstrap Methods; Comparing Two Independent Groups; One-Way Anova; Two-Way Anova; Comparing Dependent Groups; Multiple Comparisons; Detecting Outliers in Multivariate Data; More Regression Methods; Rank-Based and Nonparametric Methods.
1. Introduction -- 2. Probability and related concepts -- 3. Summarizing data -- 4. Sampling distributions and confidence intervals -- 5. Hypothesis testing -- 6. Least squares regression and Pearson's correlation -- 7. Basic bootstrap methods -- 8. Comparing two independent groups -- 9. One-way ANOVA -- 10. Two-way ANOVA -- 11. Comparing dependent groups -- 12. Multiple comparisons -- 13. Robust and exploratory regression -- 14. More regression methods -- 15. Rank-based and nonparametric methods.
Abstract:
Applying Contemporary Statistical Techniques explains why traditional statistical methods are often inadequate or outdated when applied to modern problems. Wilcox demonstrates how new and more powerful techniques address these problems far more effectively, making these modern robust methods understandable, practical, and easily accessible. * Assumes no previous training in statistics * Explains how and why modern statistical methods provide more accurate results than conventional methods * Covers the latest developments on multiple comparisons * Includes recent advances in risk-based methods * Features many illustrations and examples using data from real studies * Describes and illustrates easy-to-use s-plus functions for applying cutting-edge techniques * Covers many contemporary ANOVA (analysis of variance) and regression methods not found in other books.
Electronic Access:
ScienceDirect http://www.sciencedirect.com/science/book/9780127515410Available:*
Shelf Number | Item Barcode | Shelf Location | Status |
|---|---|---|---|
| QA276 .W477 2003 EB | 1187286-1001 | Elsevier E-Book Collections | Searching... |
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