Proper handling of continuous variables is crucial in healthcare research, for example, within regression modelling for descriptive, explanatory, or predictive purposes. However, inadequate methods ...

In the paper, author considers a new method for constructing the quasi-equilibrium thermodynamics of a system of ...

Different types of multivariable analysis: generalized linear models Generalized linear models (GLMs, table 2) are a flexible and powerful class of statistical models widely used in multivariable ...

Statistical approaches to overdispersion, correlated errors, shrinkage estimation, and smoothing of regression relationships may be encompassed within the framework of the generalized linear mixed ...

Keywords: electrophysiology, cross-frequency coupling, generalized linear model, goodness-of-fit, gut-brain coupling Citation: Perley AS and Coleman TP (2024) A mutual information measure of ...

To the best of our knowledge, DARLS is the first distributed method for learning causal graphs with such finite-sample oracle guarantees. To establish the consistency of DARLS, we also derive new ...

OpenAI has developed a tool that attempts to automate the analysis of large language models like GPT-4 and ChatGPT.