For example, in the third graph, if you have a line similar to the green one, you should consider using logarithms in order to make it linear! There are lots of things to do so testing all of them ...

How to use R to fit GLMs using real data. Below are three data examples which will be used in the course. Example 1: Researcher A is interested in how variables, including GRE, GPA and prestige of the ...

In this article, regression splines are used inside linear mixed models to explore nonlinear longitudinal data. The regression spline bases are generated using a single knot chosen using biological ...

Generalized linear mixed model We use a binomial trait as an example to demonstrate the new methodology, although the method can be applied to other discrete traits. Let yj be the number of events ...