LqG_SimuData

<p>The dataset LqG_SimuData contains n = 100 samples with p = 1000 predictors. The number of the groups m = 200.</p>

Produces a group screening procedure that is based on maximum Lq-likelihood estimation, to simultaneously account for the group structure and data contamination in variable screening. The methods are described in Li, Y., Li, R., Qin, Y., Lin, C., & Yang, Y. (2021) Robust Group Variable Screening Based on Maximum Lq-likelihood Estimation. Statistics in Medicine, 40:6818-6834.<doi:10.1002/sim.9212>.

Rong Li

Robust Group Variable Screening Based on Maximum Lq-Likelihood
Estimation

LqG_SimuData function

<p>A data list containing 100 samples</p>

LqG_SimuData: An Example of Simulated Data for LqG

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