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OVtool - Omitted Variable Tool5 years ago
1 Introduction | 2 Examples: Synthetic Substance Use Data | 2.1 Installation | 2.2 Data Structure/Preparation | 2.3 Analysis | 3 Continuous Outcome: Average Treatment Effect (ATE) | 3.1 Computing Weights | 3.2 Running Outcome Model | 3.3 Sensitivity Analysis | 3.3.1 Run the sensitivity analysis | 3.3.2 Visualize the sensitivity analysis | 3.3.3 Produce additional simulations | 3.3.4 Recommendations for reporting the sensitivity analysis | 4.2 Estimating the treatment effect | 4.3 Sensitivity Analysis | 4.3.1 Run sensitivity analysis | 4.3.2 Produce additional simulations | 4.3.3 Visualize the sensitivity analysis | 4.3.4 Recommendations for reporting the sensitivity analysis | 5 Conclusion | 6 About This Tutorial | 7 Acknowledgements | 8 References
Toolkit for Weighting and Analysis of Nonequivalent Groups: A guide to the twang package5 years ago
Propensity scores for multiple treatments: A tutorial for the mnps function5 years ago
Propensity scores for time-varying treatments: A tutorial for the iptw function5 years ago