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stat.AP2016★ 1 cited
Robust mislabel logistic regression without modeling mislabel probabilities
Hung Hung, Zhi-Yu Jou, Su-Yun Huang
Logistic regression is among the most widely used statistical methods for linear discriminant analysis. In many applications, we only observe possibly mislabeled responses. Fitting…
stat.AP2016★ 5 cited
A low-rank based estimation-testing procedure for matrix-covariate regression
Hung Hung, Zhi-Yu Jou
Matrix-covariate is now frequently encountered in many biomedical researches. It is common to fit conventional statistical models by vectorizing matrix-covariate. This strategy, ho…