Medical datasets often present a major challenge for machine learning models: skewness in continuous variables such as age, ...

Logistic regression with random effects is used to study the relationship between explanatory variables and a binary outcome in cases with nonindependent outcomes. In this paper, we examine in detail ...

John M. Kovacs, Manuel Blanco-Correa, Francisco Flores-Verdugo, A Logistic Regression Model of Hurricane Impacts in a Mangrove Forest of the Mexican Pacific, Journal of Coastal Research, Vol. 17, No.