Rigorous study design and analytical standards are required to generate reliable findings in healthcare from artificial intelligence (AI) research. One crucial but often overlooked aspect is the ...

This results in a considerable simplification of the model, especially if there are more than three categories in the dependent variable or if there are multiple predictors. The three alternative ...

Functions to calculate student growth percentiles and percentile growth projections/trajectories for students using large scale, longitudinal assessment data ...

If more than three pairwise groups are compared, p values were adjusted for multiple ... regression and random forest. More details are provided in online supplemental methods. Differentially abundant ...

Implementing binary / multiple logistic regression models, for the well known mnist dataset while also creating the support vector machine(SVM) models ...