Micol Marchetti-Bowick, Yaoliang Yu, Wei Wu, Eric P. Xing, A PENALIZED REGRESSION MODEL FOR THE JOINT ESTIMATION OF EQTL ASSOCIATIONS AND GENE NETWORK STRUCTURE, The Annals of Applied Statistics, Vol.

The final predictive models for ORR, PFS, and OS were determined through penalized regression methodology (least absolute shrinkage and selection operator method) to select the most significant ...

The researchers utilized three penalized regression models to estimate the maximum life span, gestation duration, and age at sexual maturity for each species based on the most recent version of ...

Quadratic regressions extend linear models by simultaneously including the main effects and the interactions between the covariates. As such, estimating interactions in high-dimensional quadratic ...