StatTools : Multiple Regression Explained

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Related link :
Multiple Regression Program Page
Sample Size for Multiple Regression Program Page
Sample Size for Multiple Regression Explained and Tables Page
Curve Fitting Explained Page
Path Analysis Explained Page

Multiple Regression Complex Factorial Covariance Models References
Introduction Multiple Regression Example
Multiple regression, from the program in Multiple Regression Program Page is one of the most flexible and powerful statistical tools available to the researcher, as it allows the modelling of multiple influences on an outcome, correcting for the overlapping influence of the independent variables. For those who are familiar with the concepts, the algorithm of multiple regression can be used to calculate a large number of other parametric statistical procedures.

Most professional statistical packages provide large numbers of complex statistical procedures based on multiple regression, under the broad heading of the General Linear Model. StatTools provides the following algorithms based on the multiple regression.

This page has two sections.
  • This section explains the use of multiple regression, its sample size, and provides an example
  • A very much larger and complex section on how to use the multiple regression algorithm to conduct complex Factorial models of Covariance Analysis