BIOENGINEER

Logistic Regression Matches Machine Learning in Thyroid Nodule Cancer Risk Stratification

A temporal validation study shows logistic regression performs as well as machine learning in predicting thyroid nodule ...
BIOENGINEER

Simple Logistic Regression Shows Stable Screening Performance for Depressive Symptoms in COPD

A study of community-based chronic obstructive pulmonary disease patients found that an interpretable logistic regression ...
Nature

Problems of correlations between explanatory variables in multiple regression analyses in the dental literature

Acquire an understanding of the concepts surrounding 'collinearity'. Appreciate the indications and symptoms of collinearity in multivariable regression. Become aware of the available diagnostic tools ...
Nature

Variable selection in logistic regression for detecting SNP–SNP interactions: the rheumatoid arthritis example

Many complex disease traits are observed to be associated with single nucleotide polymorphism (SNP) interactions. In testing small-scale SNP–SNP interactions, variable selection procedures in logistic ...