Multivariate linear mixed models (mvLMMs) are powerful tools for testing associations between single-nucleotide polymorphisms and multiple correlated phenotypes while controlling for population ...

Learn how to build a multivariate linear regression model step by step—no libraries, just pure C++ logic!

Researchers and students of applied statistics and the social and behavioral sciences will find this book indispensable for understanding both general linear model theory and application. The model is ...

These models also form the building blocks for more advanced ... and the practical application of, univariable and multivariable linear and logistic regression in medical, epidemiological and health ...

Other helpful guidelines and discussions cover the following significant areas: multivariate linear models, lack-of-fit analysis, covariance and heterogeneity of slopes, a classification with both ...