Standard Least Squares Examples

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Fitting Linear Models • Standard Least Squares Examples

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Standard Least Squares Examples

Analyze Common Classes of Models

This chapter provides examples with instructional material for several standard least squares topics. These include analysis of variance, analysis of covariance, a response surface model, a split plot design, estimation of random effect parameters, a knotted spline fit, and the identification of active factors using a script that provides a Bayesian approach.

Contents

One-Way Analysis of Variance Example

Analysis of Covariance with Equal Slopes Example

Analysis of Covariance with Unequal Slopes Example

Response Surface Model Example

Fit the Full Response Surface Model

Reduce the Model

Examine the Response Surface Report

Find the Critical Point Using the Prediction Profiler

View the Surface Using the Contour Profiler

Split Plot Design Example

Estimation of Random Effect Parameters Example

Knotted Spline Effect Example

Bayes Plot for Active Factors Example

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Help created on 3/19/2020