Title Statements
- Full title :Linear Regression Models : Applications in R.
Edition Statements
- Publication Date:2021.
Publication Statements
- Publisher(s):CRC Press LLC
- Place of Publication:Milton
- Language:eng
- Publication Date:2021.
Notes
Description based upon print version of record.
Interaction Effects.
The Physical Object
- Description:1 online resource (437 p.).
Edition Identifiers
- ISBN:9781000438109, 1000438104, 9781000437966, 1000437965
- oclc:on1262373001
Table of Contents
Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- Preface -- Acknowledgments -- Author Biography -- Chapter 1 Introduction -- Our Doubts are Traitors and Make Us Lose the Good We Oft Might Win -- Best Statistical Practices -- Statistical Software -- Chapter 2 Review of Elementary Statistical Concepts -- Measures of Central Tendency -- Measures of Dispersion -- Samples and Populations -- Sampling Error and Standard Errors -- Significance Tests -- Unbiasedness and Efficiency -- The Standard Normal Distribution and Z-Scores -- Covariance and Correlation
Comparing Means from Two Groups -- Examples Using R -- Chapter Summary -- Chapter Exercises -- Chapter 3 Simple Linear Regression Models -- Assumptions of Simple LRMs -- An Example of an LRM Using R -- Formulas for the Slope Coefficient and Intercept -- Hypothesis Tests for the Slope Coefficient -- Chapter Summary -- Chapter Exercises -- Chapter 4 Multiple Linear Regression Models -- An Example of a Multiple LRM -- Comparing Slope Coefficients -- Assumptions of Multiple LRMs -- Some Important Characteristics of Multiple LRMs -- Chapter Summary -- Chapter Exercises
Chapter 5 The ANOVA Table an…
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