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tgml - Tree Guided Machine Learning for Personalized Predictions and Precision Diagnostics

Generalization of the classification and regression tree (CART) model that partitions subjects into terminal nodes and tailors machine learning model to each terminal node.

Last updated

1.60 score 214 downloads

btml - Bayesian Treed Machine Learning for Personalized Prediction

Generalization of the Bayesian classification and regression tree model that partitions subjects into terminal nodes and tailors predictive model to each terminal node.

Last updated

1.30 score 332 downloads

varoc - Value Added Receiver Operating Characteristics Curve

A continuous version of the receiver operating characteristics (ROC) curve to assess both classification and continuity performances of biomarkers, diagnostic tests, or risk prediction models.

Last updated

1.00 score 245 downloads

coxphm - Time-to-Event Data Analysis with Missing Survival Times

Fits a pseudo Cox proprotional hazards model when survival times are missing for control groups.

Last updated

1.00 score 284 downloads

btrm - Bayesian Treed Regression Model for Personalized Prediction and Precision Diagnostics

Generalization of the Bayesian classification and regression tree (CART) model that partitions subjects into terminal nodes and tailors regression model to each terminal node.

Last updated

1.00 score 334 downloads

uniah - Unimodal Additive Hazards Model

Nonparametric estimation of a unimodal or U-shape covariate effect under additive hazards model.

Last updated

1.00 score 1 scripts 255 downloads

isoSurv - Isotonic Regression on Survival Analysis

Nonparametric estimation on survival analysis under order-restrictions.

Last updated

1.00 score 307 downloads

persDx - Personalized Diagnostics Rules for Subgroup Identification and Personalized Biomarker Discovery

Tailoring the optimal biomarker(s) for disease screening or diagnosis based on subjects' individual characteristics.

Last updated

1.00 score 262 downloads

aisoph - Additive Isotonic Proportional Hazards Model

Nonparametric estimation of additive isotonic covariate effects for proportional hazards model.

Last updated

1.00 score 313 downloads

surrosurvROC - Surrogate Survival ROC

Nonparametric and semiparametric estimations of the time-dependent ROC curve for an incomplete failure time data with surrogate failure time endpoints.

Last updated

1.00 score 1 scripts 232 downloads