Nature

NetGAM: Using generalized additive models to improve the predictive power of ecological network analyses constructed using time-series data

Ecological network analyses are used to identify potential biotic interactions between microorganisms from species abundance data. These analyses are often carried out using time-series data; however, ...
Nature

Mapping the spatial disparities of HIV prevalence in Ethiopian zones using the generalized additive model

HIV is a worldwide social and health pandemic that poses a significant problem. This study contributes to the 2030 global agenda of reducing HIV prevalence. The study analyzed HIV prevalence using the ...
insider.si.edu

Extending the linear model with R : generalized linear, mixed effects and nonparametric regression models / Julian J. Faraway, University of Bath, UK

Introduction -- Binary response -- Binomial and proportion responses -- Variations on logistic regression -- Count regression -- Contingency tables -- Multinomial data -- Generalized linear models -- ...
EurekAlert!

Neural partially linear additive model

Interpretability has drawn increasing attention in machine learning. Partially linear additive models provide an attractive middle ground between the simplicity of generalized linear model and the ...