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Melissa J. Smith

3 papers here

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author position
  • first author1
  • middle author1
  • last author1

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

fields
  • stat.ME2
  • stat.AP1

identity via Semantic Scholar / OpenAlex

collaborators
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2 papers · 1 filter

stat.ME2023

Path-specific causal decomposition analysis with multiple correlated mediator variables

Melissa J. Smith, Leslie A. McClure, D. Leann Long

A causal decomposition analysis allows researchers to determine whether the difference in a health outcome between two groups can be attributed to a difference in each group's dist…

stat.ME2023

Population-average mediation analysis for zero-inflated count outcomes

Andrew Sims, D. Leann Long, Hemant K. Tiwari +5

Mediation analysis is an increasingly popular statistical method for explaining causal pathways to inform intervention. While methods have increased, there is still a dearth of rob…

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