Fitting Linear Models > Model Specification > Examples of Model Specifications and Their Model Fits
Publication date: 08/13/2020

Examples of Model Specifications and Their Model Fits

This section gives templates for entering the effects for various model types that you can specify using the Construct Model Effects panel in the Fit Model platform.

The model effects X and Z represent continuous columns.

The model effects A, B, and C represent nominal or ordinal columns.

For most models, visual views of their model fits are also given.

Simple Linear Regression

Polynomial in X to Degree k

Polynomial in X and Z to Degree k

Multiple Linear Regression

One-Way Analysis of Variance

Two-Way Analysis of Variance

Two-Way Analysis of Variance with Interaction

Three-Way Full Factorial

Analysis of Covariance, Equal Slopes

Analysis of Covariance, Unequal Slopes

Two-Factor Nested Random Effects Model

Three-Factor Fully Nested Random Effects Model

Simple Split Plot or Repeated Measures Model

Two-Factor Response Surface Model

Knotted Spline Effect

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