Chapter 8: Analysis of Variance (ANOVA) and Design of Experiments (DoE) - Biostatistics Using JMP [Book]

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Chapter 8: Analysis of Variance (ANOVA) and Design of Experiments (DoE)

8.1 Introduction

8.2 One-Way ANOVA

8.2.1 One-Way ANOVA with Fit Y by X

8.2.2 Means Comparison, LSD Matrix, and Connecting Letters

8.2.3 Fit Y by X Changing Significance Levels

8.2.4 Multiple Comparisons, Multiple One-Way ANOVAs

8.2.5 One-Way ANOVA via Fit Model

8.2.6 One-Way ANOVA for Unequal Group Sizes (Unbalanced)

8.3.1 One-Way ANOVA with Blocking via Fit Y by X

8.3.2 One-Way ANOVA with Blocking via Fit Model

8.3.3 Note on Blocking

8.4 Multiple Factors

8.4.1 Experimental Design Considerations

8.4.2 Multiple ANOVA

8.4.3 Feature Selection and Parsimonious Models

8.5 Multivariate ANOVA (MANOVA) and Repeated Measures

8.5.1 Repeated Measures MANOVA Background

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