Typically, a regression analysis is done for one of two purposes ... [1] Why is it valuable to be able to unravel linear relationships? Some interesting relationships are linear, essentially all ...

Researchers must be wary of the common mistakes of correlation analysis when drawing conclusions about the nature of their data. A series of rodent experiments showed that even with abundant food and ...

In this online data science specialization, you will learn to use intermediate and advanced statistical modeling techniques, including the theory and application of linear regression analysis, ANOVA ...

An introduction to the theory and application of generalised linear models for the analysis of continuous, categorical and count data, and regression models for survival data. Topics include: general ...

Figure 2: Animated graph showing possible places a line of best fit could be drawn. Credit: Technology Networks. Through the magic of least sums regression, and with a few simple equations, we can ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...