| Publication | Date of Publication | Type |
|---|
| The impact of directly observed therapy on the efficacy of tuberculosis treatment: a Bayesian multilevel approach | 2025-01-14 | Paper |
| Ranking tailoring variables for constructing individualized treatment rules: an application to schizophrenia | 2024-11-27 | Paper |
| Missing confounding data in marginal structural models: a comparison of inverse probability weighting and multiple imputation | 2024-11-27 | Paper |
| A comparison of variable selection approaches for dynamic treatment regimes | 2024-11-27 | Paper |
| Model checking with residuals for \(g\)-estimation of optimal dynamic treatment regimes | 2024-11-27 | Paper |
| Accuracy of conventional and marginal structural Cox model estimators: a simulation study | 2024-11-27 | Paper |
| An SIR-based Bayesian framework for COVID-19 infection estimation | 2024-11-24 | Paper |
| Estimating the optimal dynamic antipsychotic treatment regime: evidence from the sequential multiple-assignment randomized clinical antipsychotic trials of intervention and effectiveness schizophrenia study | 2024-11-13 | Paper |
| Statistics, philosophy, and health: the SMAC 2021 webconference | 2024-11-12 | Paper |
| Causal inference for oncology: past developments and current challenges | 2024-11-12 | Paper |
| Bayesian inference for optimal dynamic treatment regimes in practice | 2024-11-12 | Paper |
| The effect of error-in-confounders on the estimation of the causal parameter when using marginal structural models and inverse probability-of-treatment weights: a simulation study | 2024-11-05 | Paper |
| The orthogonally partitioned EM algorithm: extending the EM algorithm for algorithmic stability and bias correction due to imperfect data | 2024-11-05 | Paper |
| Influence re-weighted g-estimation | 2024-11-05 | Paper |
| Double robust estimation of optimal partially adaptive treatment strategies: an application to breast cancer treatment using hormonal therapy | 2024-10-30 | Paper |
| A time-dependent Poisson-Gamma model for recruitment forecasting in multicenter studies | 2024-10-29 | Paper |
| Bayesian estimation of the average treatment effect on the treated using inverse weighting | 2024-10-29 | Paper |
| Commentary on ``The statistician in medicine by Professor Sir Austin Bradford Hill | 2024-10-29 | Paper |
| Preserving data privacy when using multi-site data to estimate individualized treatment rules | 2024-10-29 | Paper |
| Estimating the marginal effect of a continuous exposure on an ordinal outcome using data subject to covariate-driven treatment and visit processes | 2024-10-29 | Paper |
| Should a propensity score model be super? The utility of ensemble procedures for causal adjustment | 2024-10-28 | Paper |
| Causal inference for quantile treatment effects | 2024-10-28 | Paper |
| Finite sample variance estimation for optimal dynamic treatment regimes of survival outcomes | 2024-10-10 | Paper |
| On ``Reflections on the concept of optimality of single decision point treatment regimes | 2024-08-29 | Paper |
| Variable selection for individualised treatment rules with discrete outcomes | 2024-07-22 | Paper |
| Monte Carlo sensitivity analysis for unmeasured confounding in dynamic treatment regimes | 2024-06-27 | Paper |
| Principal stratification for quantile causal effects under partial compliance | 2024-06-23 | Paper |
| Differentially private outcome-weighted learning for optimal dynamic treatment regime estimation | 2024-06-03 | Paper |
| A doubly robust weighting estimator of the average treatment effect on the treated | 2024-05-19 | Paper |
| The perils of quasi-likelihood information criteria | 2024-05-14 | Paper |
| Causal inference under mis-specification: adjustment based on the propensity score (with discussion) | 2024-02-27 | Paper |
| The role of exchangeability in causal inference | 2024-01-23 | Paper |
| Evaluating the use of generalized dynamic weighted ordinary least squares for individualized HIV treatment strategies | 2024-01-16 | Paper |
| Extended Bayesian endemic–epidemic models to incorporate mobility data into COVID‐19 forecasting | 2023-11-02 | Paper |
| Causal inference: Critical developments, past and future | 2023-11-02 | Paper |
| Variable Selection in Regression-Based Estimation of Dynamic Treatment Regimes | 2023-10-30 | Paper |
| Weighted regression analysis to correct for informative monitoring times and confounders in longitudinal studies | 2023-10-09 | Paper |
| Estimation of the marginal effect of antidepressants on body mass index under confounding and endogenous covariate-driven monitoring times | 2022-09-05 | Paper |
| Privacy-preserving estimation of an optimal individualized treatment rule: a case study in maximizing time to severe depression-related outcomes | 2022-08-11 | Paper |
| Optimal dynamic treatment regimes with survival endpoints: introducing DWSurv in the R package DTRreg | 2022-02-23 | Paper |
| Doubly Robust Estimation of Optimal Dosing Strategies | 2021-03-30 | Paper |
| Comment: Clarifying endogeneous data structures and consequent modelling choices using causal graphs | 2021-01-12 | Paper |
| Comment: Automated analyses: because we can, does it mean we should? | 2021-01-12 | Paper |
| Risk Factor Adjustment in Marginal Structural Model Estimation of Optimal Treatment Regimes | 2020-09-28 | Paper |
| Model selection for G‐estimation of dynamic treatment regimes | 2020-09-16 | Paper |
| Estimating Optimal Dynamic Treatment Regimes With Survival Outcomes | 2020-09-15 | Paper |
| Optimal dynamic treatment regimes with survival endpoints: introducing DWSurv in the R package DTRreg | 2020-07-15 | Paper |
| New challenges in HIV research: combining phylogenetic cluster size and epidemiological data | 2019-09-12 | Paper |
| A cure‐rate model for Q‐learning: Estimating an adaptive immunosuppressant treatment strategy for allogeneic hematopoietic cell transplant patients | 2019-07-02 | Paper |
| Reward ignorant modeling of dynamic treatment regimes | 2018-11-05 | Paper |
| Comparison of Approaches to Weight Truncation for Marginal Structural Cox Models | 2017-04-10 | Paper |
| Dynamic Treatment Regimen Estimation via Regression-Based Techniques: Introducing R Package DTRreg | 2017-01-01 | Paper |
| Analysis in the single-stage setting: an overview of estimation approaches for dynamic treatment regimes | 2016-10-27 | Paper |
| Model assessment in dynamic treatment regimen estimation via double robustness | 2016-10-12 | Paper |
| Estimating optimal shared-parameter dynamic regimens with application to a multistage depression clinical trial | 2016-10-12 | Paper |
| Optimal individualized dosing strategies: a pharmacologic approach to developing dynamic treatment regimens for continuous-valued treatments | 2016-05-19 | Paper |
| Predictive Bayesian inference and dynamic treatment regimes | 2016-05-04 | Paper |
| Doubly-robust dynamic treatment regimen estimation via weighted least squares | 2016-05-04 | Paper |
| On Bayesian estimation of marginal structural models | 2016-01-11 | Paper |
| Effect of breastfeeding on gastrointestinal infection in infants: a targeted maximum likelihood approach for clustered longitudinal data | 2014-08-22 | Paper |
| Modeling the impact of hepatitis C viral clearance on end‐stage liver disease in an HIV co‐infected cohort with targeted maximum likelihood estimation | 2014-06-17 | Paper |
| Q-learning for estimating optimal dynamic treatment rules from observational data | 2013-10-29 | Paper |
| Statistical methods for dynamic treatment regimes. Reinforcement learning, causal inference, and personalized medicine | 2013-08-08 | Paper |
| Estimating Optimal Dynamic Regimes: Correcting Bias under the Null | 2011-02-22 | Paper |
| A note on the variance of doubly-robust G-estimators | 2009-12-18 | Paper |
| Demystifying Optimal Dynamic Treatment Regimes | 2008-04-29 | Paper |
| A word on 7 letters which is non-repetitive up to mod 5 | 2004-03-11 | Paper |
