Linear regression-based quantitative trait ... some quantitative traits may not follow normal distribution because the data include outlying observations or data that are collected from multiple ...

In many applications, the response variable is not Normally distributed. GLM can be used to analyze data from various non-Normal distributions. In this short course, we will introduce two most common ...

Examples of such models include the normal distribution model and the linear regression model. Nonparametric statistics sometimes use data that is ordinal, meaning it relies not on numbers but on ...

Regression models with intractable normalizing constants are valuable tools for analyzing complex data structures, yet ...