研究估计中断文献:最佳实践和关键论文
研究估计中断文献:最佳实践和关键论文
估计中断是研究中一个普遍存在的挑战,尤其是在随机对照试验和非随机研究中。以下是一些关键文献,提供了关于处理估计中断的最佳实践和方法:
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'Estimating treatment effects in randomized clinical trials with noncompliance: An illustration of multiple imputation' by Daniel F. McCaffrey, Beth Ann Griffin, and Donna O. Farley.
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'The use of instrumental variables in randomized trials: An overview of the literature' by Joshua D. Angrist and Jörn-Steffen Pischke.
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'Estimating causal effects of treatments in randomized and nonrandomized studies' by Donald Rubin.
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'A comparison of methods for the analysis of randomized controlled trials with non-compliance: An example from a smoking cessation study' by James M. Lepkowski and Trivellore E. Raghunathan.
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'Assessing the sensitivity of regression results to unmeasured confounding in observational studies' by Richard J. Cook and Grace Y. Yi.
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'Methods for handling missing data in clinical trials' by Craig H. Mallinckrodt, Philip T. Liu, and Karen M. Prucka.
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'The role of covariate adjustment in randomized trials: The need for a balanced approach' by Robert M. Califf and Kerry L. Lee.
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'A comparison of methods for estimating the causal effect of treatments in randomized controlled trials with noncompliance' by Daniel F. McCaffrey, Donna O. Farley, Beth Ann Griffin, and Marsha R. Linville.
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