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P. Aronow

6 papers hereh-index 273.5k citations73 works total

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

author position
  • first author5
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • stat.AP1
  • stat.OT1

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedNonparametric identification is not enough, but randomized controlled trials are

9 citations · 10 across the 4 of their papers we have counts for

collaborators
Showing stat.MEShow all

4 papers · 1 filter

stat.ME2021

Exact Bias Correction for Linear Adjustment of Randomized Controlled Trials

Haoge Chang, Joel Middleton, P. M. Aronow

In an influential critique of empirical practice, Freedman (2008) showed that the linear regression estimator was biased for the analysis of randomized controlled trials under the…

stat.ME2021★ 9 cited

Nonparametric identification is not enough, but randomized controlled trials are

P. M. Aronow, James M. Robins, Theo Saarinen +2

We argue that randomized controlled trials (RCTs) are special even among settings where average treatment effects are identified by a nonparametric unconfoundedness assumption. Thi…

stat.ME2018

A note on breaking ties among sample medians

Peter M. Aronow, Donald K. K. Lee

Given samples x1​,⋯,xn​, it is well known that any sample median value (not necessarily unique) minimizes the absolute loss ∑i=1n​∣q−xi​∣. Interestingly, we show th…

stat.ME2015

Nonparametric Identification for Respondent-Driven Sampling

Peter M. Aronow, Forrest W. Crawford

Respondent-driven sampling is a survey method for hidden or hard-to-reach populations in which sampled individuals recruit others in the study population via their social links. Th…

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