devcao/LOCOpath_repo

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Created over 4 years ago
Updated about 4 years ago

devcao/LOCOpath_repo

devcao

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All project code for the LOCO path high dimensional inference, including glm (logistic + poisson) and gaussian graphical models

LOCOpath

LOCO regularization path

regboost

Ensemble method based on randomized regression and boosted random forest

Leave-one-covariate-out-regularized-interpretable-ML-

More interpretable machine learning under the LCCO( leave-one-covariate-out ) framework

Generalized-Partially-Linear-Single-Index-Model

Source code for Generalized Partially Linear Single Index Model with Measurement Error, Instruments and Binary Response