相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Residual Weighted Learning for Estimating Individualized Treatment Rules
Xin Zhou et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2017)
Doubly-Robust Dynamic Treatment Regimen Estimation Via Weighted Least Squares
Michael P. Wallace et al.
BIOMETRICS (2015)
A Boosting Algorithm for Estimating Generalized Propensity Scores with Continuous Treatments
Yeying Zhu et al.
JOURNAL OF CAUSAL INFERENCE (2015)
Set-Valued Dynamic Treatment Regimes for Competing Outcomes
Eric B. Laber et al.
BIOMETRICS (2014)
Simulating sequential multiple assignment randomized trials to generate optimal personalized warfarin dosing strategies
Benjamin Rich et al.
CLINICAL TRIALS (2014)
Q- and A-Learning Methods for Estimating Optimal Dynamic Treatment Regimes
Phillip J. Schulte et al.
STATISTICAL SCIENCE (2014)
Q-Learning: Flexible Learning About Useful Utilities
Erica E. M. Moodie et al.
STATISTICS IN BIOSCIENCES (2014)
Optimal regression rates for SVMs using Gaussian kernels
Mona Eberts et al.
ELECTRONIC JOURNAL OF STATISTICS (2013)
Predicting warfarin dosage from clinical data: A supervised learning approach
Ya-Han Hu et al.
ARTIFICIAL INTELLIGENCE IN MEDICINE (2012)
A Robust Method for Estimating Optimal Treatment Regimes
Baqun Zhang et al.
BIOMETRICS (2012)
Q-learning for estimating optimal dynamic treatment rules from observational data
Erica E. M. Moodie et al.
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE (2012)
Estimating Individualized Treatment Rules Using Outcome Weighted Learning
Yingqi Zhao et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2012)
PERFORMANCE GUARANTEES FOR INDIVIDUALIZED TREATMENT RULES
Min Qian et al.
ANNALS OF STATISTICS (2011)
Regret-Regression for Optimal Dynamic Treatment Regimes
Robin Henderson et al.
BIOMETRICS (2010)
Calibrating parametric subject-specific risk estimation
T. Cai et al.
BIOMETRIKA (2010)
Regularization Paths for Generalized Linear Models via Coordinate Descent
Jerome Friedman et al.
JOURNAL OF STATISTICAL SOFTWARE (2010)
Estimating Response-Maximized Decision Rules With Applications to Breastfeeding
Erica E. M. Moodie et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2009)
Estimation of the Warfarin Dose with Clinical and Pharmacogenetic Data
NEW ENGLAND JOURNAL OF MEDICINE (2009)
Reinforcement learning design for cancer clinical trials
Yufan Zhao et al.
STATISTICS IN MEDICINE (2009)
Boosting algorithms:: Regularization, prediction and model fitting
Peter Buehlmann et al.
STATISTICAL SCIENCE (2007)
Adapting judicial supervision to the risk level of drug offenders: Discharge and 6-month outcomes from a prospective matching study
Douglas B. Marlowe et al.
DRUG AND ALCOHOL DEPENDENCE (2007)
Systematic overview of warfarin and its drug and food interactions
AM Holbrook et al.
ARCHIVES OF INTERNAL MEDICINE (2005)
A tutorial on MM algorithms
DR Hunter et al.
AMERICAN STATISTICIAN (2004)
Causal inference with general treatment regimes: Generalizing the propensity score
K Imai et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2004)
A tutorial on support vector regression
AJ Smola et al.
STATISTICS AND COMPUTING (2004)
A validated prediction model for all forms of acute coronary syndrome - Estimating the risk of 6-month postdischarge death in an international registry
KA Eagle et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2004)
Optimal dynamic treatment regimes
SA Murphy
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2003)
分享论文
