Ebook: Plane Answers to Complex Questions: The Theory of Linear Models

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Content:
Front Matter....Pages i-xvii
Introduction....Pages 1-15
Estimation....Pages 16-44
Testing Hypotheses....Pages 45-78
One-Way ANOVA....Pages 79-93
Multiple Comparison Techniques....Pages 94-109
Regression Analysis....Pages 110-142
Multifactor Analysis of Variance....Pages 143-182
Experimental Design Models....Pages 183-192
Analysis of Covariance....Pages 193-212
Estimation and Testing in General Gauss-Markov Models....Pages 213-236
Split Plot Models....Pages 237-261
Mixed Models and Variance Components....Pages 262-302
Checking Assumptions, Residuals, and Influential Observations....Pages 303-351
Variable Selection and Collinearity....Pages 352-373
Back Matter....Pages 374-453

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Content:
Front Matter....Pages i-xvii
Introduction....Pages 1-15
Estimation....Pages 16-44
Testing Hypotheses....Pages 45-78
One-Way ANOVA....Pages 79-93
Multiple Comparison Techniques....Pages 94-109
Regression Analysis....Pages 110-142
Multifactor Analysis of Variance....Pages 143-182
Experimental Design Models....Pages 183-192
Analysis of Covariance....Pages 193-212
Estimation and Testing in General Gauss-Markov Models....Pages 213-236
Split Plot Models....Pages 237-261
Mixed Models and Variance Components....Pages 262-302
Checking Assumptions, Residuals, and Influential Observations....Pages 303-351
Variable Selection and Collinearity....Pages 352-373
Back Matter....Pages 374-453
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