Titlebook: Introductory Applied Statistics; With Resampling Meth Bruce Blaine Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exc

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Bruce Blaineis book in a textbook fashion. Instead, we chose to organize the book alphabetically, thus providing the reader with rapid access to information. However, we also wanted the various topics dealt with in enough 978-3-642-62983-9978-3-642-57063-6

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Textbook 2023st descriptive statistics used in each of four bivariate statistical models that are commonly used in research: ANOVA, proportions, regression, and logistic. The text teaches statistical inference principles using resampling methods (such as randomization and bootstrapping), covering methods for hyp

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Foundations II: Statistical Models and Study Design,yze. It turns out that we can’t properly analyze data, nor can we accurately interpret data analytic results, without understanding the design, measurement, and statistical model of the study from which the data came.

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Statistics and Data Analysis in an ANOVA Model,arison groups in the study. Building on the foundation of Chaps. . and ., starting in this chapter and continuing through Chap. ., we cover statistics and data analytic methods for describing relationships between variables.

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Statistical Inference I: Randomization Methods for Hypothesis Testing, shift our focus to using statistics to make . from sample data. These different roles of statistics—to describe and to infer—are bound up with the relationship between sample and population. Let’s work through the dynamics of that relationship first (see Fig. 7.1).