Pages that link to "Item:Q3455798"

The following pages link to Tree-based methods for individualized treatment regimes (Q3455798):

Displaying 50 items.

• Experimental Evaluation of Individualized Treatment Rules (Q112156) (← links)
• A rank-based approach to estimating monotone individualized two treatment regimes (Q830619) (← links)
• D-learning to estimate optimal individual treatment rules (Q1616327) (← links)
• Tree-based reinforcement learning for estimating optimal dynamic treatment regimes (Q1621050) (← links)
• A modified classification tree method for personalized medicine decisions (Q1747584) (← links)
• Generalization error bounds of dynamic treatment regimes in penalized regression-based learning (Q2091828) (← links)
• Treatment decisions based on scalar and functional baseline covariates (Q2809513) (← links)
• Using decision lists to construct interpretable and parsimonious treatment regimes (Q2809514) (← links)
• Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules (Q3119800) (← links)
• Interpretable Dynamic Treatment Regimes (Q3121178) (← links)
• Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods (Q3391146) (← links)
• An Algorithm for Generating Individualized Treatment Decision Trees and Random Forests (Q3391166) (← links)
• Dimension Reduction Forests: Local Variable Importance Using Structured Random Forests (Q5057244) (← links)
• A Single-Index Model With a Surface-Link for Optimizing Individualized Dose Rules (Q5084453) (← links)
• Bayesian Nonparametric Policy Search With Application to Periodontal Recall Intervals (Q5120645) (← links)
• Tree-structured analysis of treatment effects with large observational data (Q5126965) (← links)
• Multi-Armed Angle-Based Direct Learning for Estimating Optimal Individualized Treatment Rules With Various Outcomes (Q5130612) (← links)
• (Q5148972) (← links)
• A Sequential Significance Test for Treatment by Covariate Interactions (Q5155191) (← links)
• Estimation of Individualized Decision Rules Based on an Optimized Covariate-Dependent Equivalent of Random Outcomes (Q5234282) (← links)
• Greedy outcome weighted tree learning of optimal personalized treatment rules (Q5283293) (← links)
• A Semiparametric Instrumental Variable Approach to Optimal Treatment Regimes Under Endogeneity (Q5857107) (← links)
• A Multi-resolution Theory for Approximating Infinite-<i>p</i>-Zero-<i>n</i>: Transitional Inference, Individualized Predictions, and a World Without Bias-Variance Tradeoff (Q5857114) (← links)
• Stochastic Tree Search for Estimating Optimal Dynamic Treatment Regimes (Q5857116) (← links)
• Estimation of Optimal Individualized Treatment Rules Using a Covariate-Specific Treatment Effect Curve With High-Dimensional Covariates (Q5857150) (← links)
• High-Dimensional Precision Medicine From Patient-Derived Xenografts (Q6044605) (← links)
• Estimating individualized treatment rules with risk constraint (Q6047773) (← links)
• Adaptive treatment and robust control (Q6047806) (← links)
• Resampling‐based confidence intervals for model‐free robust inference on optimal treatment regimes (Q6050954) (← links)
• Optimal dynamic treatment regime estimation using information extraction from unstructured clinical text (Q6068821) (← links)
• A constrained single‐index regression for estimating interactions between a treatment and covariates (Q6074496) (← links)
• Estimating the optimal individualized treatment rule from a cost‐effectiveness perspective (Q6079355) (← links)
• A General Framework for Subgroup Detection via One-Step Value Difference Estimation (Q6079696) (← links)
• Estimating Tree-Based Dynamic Treatment Regimes Using Observational Data with Restricted Treatment Sequences (Q6079711) (← links)
• Functional additive models for optimizing individualized treatment rules (Q6079849) (← links)
• Optimal Treatment Regimes: A Review and Empirical Comparison (Q6131429) (← links)
• Treatment recommendation with distributional targets (Q6163253) (← links)
• Flexible functional regression methods for estimating individualized treatment rules (Q6539178) (← links)
• Causal effect random forest of interaction trees for learning individualized treatment regimes with multiple treatments in observational studies (Q6543882) (← links)
• Doubly robust estimation of optimal treatment regimes for survival data using an instrumental variable (Q6547768) (← links)
• Monte Carlo sensitivity analysis for unmeasured confounding in dynamic treatment regimes (Q6563659) (← links)
• Penalized robust learning for optimal treatment regimes with heterogeneous individualized treatment effects (Q6572000) (← links)
• Reflections on the concept of optimality of single decision point treatment regimes (Q6595094) (← links)
• Estimation in optimal treatment regimes based on mean residual lifetimes with right-censored data (Q6595104) (← links)
• Bayesian decision-theoretic methods for survival data using stochastic optimization (Q6617430) (← links)
• Comparing algorithms for characterizing treatment effect heterogeneity in randomized trials (Q6625334) (← links)
• Estimation and evaluation of individualized treatment rules following multiple imputation (Q6626955) (← links)
• A model-based multithreshold method for subgroup identification (Q6627149) (← links)
• Composite interaction tree for simultaneous learning of optimal individualized treatment rules and subgroups (Q6627150) (← links)
• Restricted sub-tree learning to estimate an optimal dynamic treatment regime using observational data (Q6628266) (← links)