Standard Least Squares Examples

Analyze Common Classes of Models

This chapter provides examples with instructional material for several models fit using the Standard Least Squares personality of the Fit Model platform.

Contents

Example of Simple Linear Regression

Example of a Polynomial Effects Model

Example of One-Way Analysis of Variance

Example of Two-Way Analysis of Variance

Example of Two-Way Analysis of Variance with an Interaction

Example of a Three-Way Full Factorial Model

Example of Analysis of Covariance with Equal Slopes

Example of Analysis of Covariance with Unequal Slopes

Example of a Response Surface Model

Example of a Two-Factor Nested Random Effects Model

Example of a Split Plot Design Analysis

Example of a Simple Repeated Measures Model

Example of an LS Means Plot

Example of an LSMeans Contrast

Example of Comparisons with Overall Average

Example of Tukey HSD All Pairwise Comparisons

Example of a Custom Test

Example of Inverse Prediction

Example of Inverse Prediction for Multiple Predictors

Examples of Models with Linear Dependencies

Example of Retrospective Power Analysis

Example of Using a Knotted Spline Effect

Example of a Bayes Plot for Active Factors

Example of Cox Mixtures

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