We could use emerged property from a group of data points as new variable. Let's take two examples ... and independent variables, such as linear, logistic, multiple, or multivariate regression.

At times it is desirable to have independent variables in the model that are qualitative rather than quantitative. This is easily handled in a regression framework. Regression uses qualitative ...

Regression analysis pools data ... are two main uses for multiple regression analysis. The first is to determine the dependent variable based on multiple independent variables. For example ...

It fits a straight-line equation to data ... the independent variables. Multiple linear regression is used to determine how different factors affect something you want to predict. For example ...

Acquire an understanding of the concepts surrounding 'collinearity'. Appreciate the indications and symptoms of collinearity in multivariable regression. Become aware of the available diagnostic ...