Understanding the role of linear ubiquitination in T-tubule biogenesis

Transverse tubules (T-tubules) play a significant role in muscle contraction. However, the underlying mechanism of their ...
Nature

Guidance for the utility of linear models in meta-analysis of genetic association studies of binary phenotypes

Linear mixed models are increasingly used for the analysis of genome-wide association studies (GWAS) of binary phenotypes because they can efficiently and robustly account for population ...
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Linear regression cost function explained for beginners

Learn what is Linear Regression Cost Function in Machine Learning and how it is used. Linear Regression Cost function in ...
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DTSA 5013 Generalized Linear Models and Nonparametric Regression

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, ...