DS
David Stephens
McGill University
Research areas: Mathematics · Statistics and Probability · Advanced Causal Inference Techniques · Statistical Methods and Bayesian Inference · Statistical Methods in Clinical Trials
0000-0001-9811-7140
Employment
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McGill University Professor2006 - Present
Education
Education history is unavailable.
Projects & Funding
Projects & funding information is unavailable.
Publications (127)
- Estimate Optimal Dynamic Treatment Regimes with Partial Compatibility: An Application to data from a TREAT Asia HIV Observational Database (TAHOD) site in Pune, India Save
- An efficient Bayesian data augmentation algorithm for continuous-time stochastic epidemic models fit to partially observed incidence data Save
- Estimating optimal dynamic treatment regimes with Gaussian process emulation Save
- An SIR‐based Bayesian framework for COVID‐19 infection estimation Save
- A Bayesian non‐stationary heteroskedastic time series model for multivariate critical care data Save
- Identifying Differential Methylation in Cancer Epigenetics via a Bayesian Functional Regression Model Save
- A time‐dependent Poisson‐Gamma model for recruitment forecasting in multicenter studies Save
- Bayesian Sample Size Calculations for Comparing Two Strategies in SMART Studies Save
- Bayesian clustering for continuous‐time hidden Markov models Save
- Causal inference: Critical developments, past and future Save
- Predicting missing links in global host–parasite networks Save
- Semiparametric Bayesian inference for optimal dynamic treatment regimes via dynamic marginal structural models. Save
- The Role of Phylogenetics in Unravelling Patterns of HIV Transmission towards Epidemic Control: The Quebec Experience (2002–2020) Save
- Identifying Differential Methylation in Cancer Epigenetics via a Bayesian Functional Regression Model Save
- Bayesian latent multi‐state modeling for nonequidistant longitudinal electronic health records Save
- Model Selection for G-Estimation of Dynamic Treatment Regimes Save
- A Hidden Markov Model for Identifying Differentially Methylated Sites in Bisulfite Sequencing Data Save
- A cure-rate model for Q-learning: Estimating an adaptive immunosuppressant treatment strategy for allogeneic hematopoietic cell transplant patients Save
- Assessing the role of transmission chains in the spread of HIV-1 among men who have sex with men in Quebec, Canada Save
- Should a propensity score model be super? The utility of ensemble procedures for causal adjustment Save