Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequentially Randomized Controlled Trials

Articles in the same Issue

1. Article
2. Cut-Off Estimation and Medical Decision Making Based on a Continuous Prognostic Factor: The Prediction of Kidney Graft Failure
3. Designs Combining Instrumental Variables with Case-Control: Estimating Principal Strata Causal Effects
4. Targeted Maximum Likelihood Estimation of Natural Direct Effects
5. Estimation of the Mean Frequency Function for Recurrent Events when Ascertainment of Events Is Delayed
6. Evaluating a New Marker for Risk Prediction Using the Test Tradeoff: An Update
7. The Lead Time Distribution When Lifetime is Subject to Competing Risks in Cancer Screening
8. A Smooth ROC Curve Estimator Based on Log-Concave Density Estimates
9. Targeted Minimum Loss Based Estimation of Causal Effects of Multiple Time Point Interventions
10. Smoothness Selection for Penalized Quantile Regression Splines
11. Targeted Minimum Loss Based Estimator that Outperforms a given Estimator
12. Resampling-based Methods in Single and Multiple Testing for Equality of Covariance/Correlation Matrices
13. Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequentially Randomized Controlled Trials
14. Estimation in a Semi-Markov Transformation Model
15. Maximum Likelihood Estimation for Semiparametric Density Ratio Model
16. Measures of Family Resemblance for Binary Traits: Likelihood Based Inference
17. Targeted Minimum Loss Based Estimation of a Causal Effect on an Outcome with Known Conditional Bounds
18. Testing the assumptions for the analysis of survival data arising from a prevalent cohort study with follow-up
19. Estimation and Asymptotic Theory for Transition Probabilities in Markov Renewal Multi-State Models
20. Instruments and Bounds for Causal Effects under the Monotonic Selection Assumption
21. Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach
22. A General Implementation of TMLE for Longitudinal Data Applied to Causal Inference in Survival Analysis
23. Bayesian inference for a nonlinear mixed-effects Tobit model with multivariate skew-t distributions: application to AIDS studies
24. A Reproducing Kernel-Based Spatial Model in Poisson Regressions
25. Survival Curve Estimation with Dependent Left Truncated Data Using Cox's Model
26. Targeted Maximum Likelihood Estimation for Prediction Calibration
27. Partial Identification arising from Nondifferential Exposure Misclassification: How Informative are Data on the Unlikely, Maybe, and Likely Exposed?
28. A Comparative Study of Parametric and Nonparametric Estimates of the Attributable Fraction for a Semi-continuous Exposure
29. Projecting Cancer Incidence using Age-period-cohort Models Incorporating Restricted Cubic Splines
30. Mixed-Effects Joint Models with Skew-Normal Distribution for HIV Dynamic Response with Missing and Mismeasured Time-Varying Covariate
31. Reader's Reaction
32. A Refreshing Account of Principal Stratification
33. "Imagine a Can Opener"--The Magic of Principal Stratum Analysis