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Chapter 15: Applying Statistics to Research and an Introduction to Advanced Statistical Methods

Chapter 15: Applying Statistics to Research and an Introduction to Advanced Statistical Methods

pp. 456-498

Authors

, Utah Valley University
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Extract

This chapter serves as a guide to common advanced statistical methods: multiple regression, two-way and three-way analysis of variance, logistic regression, multiple logistic regression, Spearman’s rho correlation, Wilcoxon rank-sum test, and the Kruskal-Wallis test. Each of these is explanations is accompanied by a software guide to show how to conduct these procedures and interpret the results. There is also a brief description of common multivariate procedures.

Keywords

  • multiple regression
  • logistic regression
  • multi-way analysis of variance
  • Spearman’s rho correlation
  • Wilcoxon rank-sum test
  • Kruskal-Wallis test
  • nonparametric statistics
  • multivariate statistics

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