Regression analysis can also show you if there is no relationship between variables. For example, you could discover that money spent on website ads increases sales but newspaper ads have no effect.

The Durbin Watson statistic is a number that tests for autocorrelation in the residuals from a statistical regression analysis.

This article will cover the basic theory behind logistic regression, the types of logistic regression, when to use them and take you through a worked example.

Problems requiring regression analysis of censored data arise frequently in practice. For example, in accelerated testing one wishes to relate stress and average time to failure from data including ...

Leo A. Goodman, A Modified Multiple Regression Approach to the Analysis of Dichotomous Variables, American Sociological Review, Vol. 37, No. 1 (Feb., 1972), pp. 28-46 ...

Linear models, generalized linear models, and nonlinear models are examples of parametric regression models because we know the function that describes the relationship between the response and ...

For example, if a company's sales have increased steadily every month for the past few years, conducting a linear analysis on the sales data with monthly sales on the y-axis and time on the x-axis ...

In this video, we will learn what is linear regression in machine learning along with examples to make the concept crystal clear.