Linear Regression Further Output

Generates further output following a regression analysis.

Display

Model	details of the model that is fitted
Summary	summary analysis-of-variance
F-probabilities	F probabilities for variance ratios
Correlations	correlations between the parameter estimates
Estimates	estimates of the parameters in the model
t-probabilities	t probabilities for the parameter estimates
Fitted Values	table containing the values of the response variate, the fitted values, standardized residuals and leverages
Accumulated	analysis of variance table containing a line for each change in the fitted model

Fitted Model

You can draw a Graph of fitted model which shows the relationship of the response variate with one explanatory variate or one grouping factor or both. The fitted relationship is shown as one or more lines and the partial residuals are positioned with respect to the lines to represent the observed data.

Model Checking

You can generate diagnostic plots for Model Checking.

Power Calculations

You can calculate the power for a regression model.

Permutation Test

Allows you to perform random permutation tests for a regression modle. Random permutation tests provide an alternative to using the F probabilities, printed for variance ratios in summary or accumulated analysis of variance tables, when the assumptions of the analysis are not satisfied.