The 95%CI is derived using a t-distribution, which is a probability distribution commonly used in statistics. The t-distribution can also be used to conduct a hypothesis test of the linear regression, ...

Duration: 12h. 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 ...

Nature Methods - Simple linear regression. ... For example, to test that the slope is ... when the errors are normal and the null hypothesis true, ...