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.

Penalized regression methods that perform simultaneous model selection and estimation are ubiquitous in statistical modeling. The use of such methods is often unavoidable as manual inspection of all ...

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 ...