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Justin R. Williams

2 papers hereh-index 461 citations9 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.AP1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

most citedModeling Variables with a Detection Limit using a Truncated Normal Distribution with Censoring

10 citations · 11 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2020★ 1 cited

Causal inference for multiple continuous exposures via the multivariate generalized propensity score

Justin R. Williams, Catherine M. Crespi

The generalized propensity score (GPS) is an extension of the propensity score for use with quantitative or continuous exposures (e.g., dose of medication or years of education). C…

stat.AP2019★ 10 cited

Modeling Variables with a Detection Limit using a Truncated Normal Distribution with Censoring

Justin R. Williams, Hyung-Woo Kim, Catherine M. Crespi

When data are collected subject to a detection limit, observations below the detection limit may be considered censored. In addition, the domain of such observations may be restric…

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