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We apply an alternative statistical method, logistic regression, to estimate the strength of selection on multiple phenotypic traits. First, we argue that the logistic regression model is more ...

For the machine-learning analysis, they compared standard multivariable logistic regression, LASSO logistic regression, Random Forest and Extreme Gradient Boosting.

The group lasso estimator for logistic regression is shown to be statistically consistent even if the number of predictors is much larger than sample size but with sparse true underlying structure. We ...

SAN FRANCISCO — Older adults who report being more socially isolated have a higher likelihood for developing diabetes and having an HbA1c of more than 8%, according to a presenter at ENDO 2025 ...