Transparent Parametrizations of Models for Potential Outcomes

By Thomas S. Richardson, Robin J. Evans, James M. Robins, Stephen E. Fienberg. 2012

58 citations recorded by the source corpus.

Subfields: Statistics and Probability

How researchers see this paper

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In Statistics and Probability

1. Ricardo M. A. Silva
2. Robin J. Evans
3. Fabrizia Mealli
4. Barbara Pacini
5. Peng Ding
6. Jiannan Lu
7. Zhi Geng

Citations in the corpus

• Causal Inference through a Witness Protection Program (2014, methodology): “As an alternative approach, we adopt the pragmatic rule of thumb suggested by Richardson et al. (2011): sample M samples from the {ζzyxw} posterior given the unconstrained model, and check the proportion of values that are rejected.”
• Using Secondary Outcomes to Sharpen Inference in Randomized Experiments With Noncompliance (2013, background): “The bounds in the following Corollary 1 coincide with the bounds on principal direct effects in Zhang and Rubin (2003), Imai (2008), Lee (2009) (see also Richardson, Evans, and Robins 2011), and are only reformulated here using our notation.”