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Irina Degtiar

3 papers hereh-index 71.3k citations15 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME3

identity via Semantic Scholar / OpenAlex

most citedA Review of Generalizability and Transportability

302 citations · 304 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ME2023

Estimating Causal Impacts of Scaling a Voluntary Policy Intervention

Irina Degtiar, Mariel Finucane

Evaluations often inform future program implementation decisions. However, the implementation context may differ, sometimes substantially, from the evaluation study context. This d…

stat.ME2021★ 2 cited

Conditional Cross-Design Synthesis Estimators for Generalizability in Medicaid

Irina Degtiar, Tim Layton, Jacob Wallace +1

While much of the causal inference literature has focused on addressing internal validity biases, both internal and external validity are necessary for unbiased estimates in a targ…

stat.ME2021★ 302 cited

A Review of Generalizability and Transportability

Irina Degtiar, Sherri Rose

When assessing causal effects, determining the target population to which the results are intended to generalize is a critical decision. Randomized and observational studies each h…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.