A general approach to evaluating the bias of 2‐stage instrumental variable estimators

Fei Wan, Dylan Small, and Nandita Mitra

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There is an opening for a postdoctoral fellowship in the CCI. Apply by February 28, 2018 to join our group!

Quantitative Evaluation of the Trade-off of Strengthened Instruments and Sample Size in Observational Studies

Ashkan Ertefaie, Dylan S. Small & Paul R. Rosenbaum

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A causal approach to analysis of censored medical costs in the presence of time-varying treatment

Spieker, Oganisian, Ko, Roy, Mitra

https://arxiv.org/abs/1705.08742

Paradoxes in instrumental variable studies with missing data and one-sided noncompliance

Kennedy and Small

https://arxiv.org/abs/1705.00506

Nonparametric causal effects based on incremental propensity score interventions

Kennedy

https://arxiv.org/abs/1704.00211

A doubly robust approach for cost–effectiveness estimation from observational data

Li, Vachani, Epstein, Mitra

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Bayesian nonparametric generative models for causal inference with missing at random covariates

Roy, Lum, Daniels, Zeldow, Dworkin, Lo Re III

https://arxiv.org/abs/1702.08496

A new, powerful approach to the study of effect modification in observational studies.

Lee, Small, Rosenbaum

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The Trend-in-Trend Research Design for Causal Inference.

Ji, Small, Leonard, Hennessy

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