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M. Daniels

18 papers hereh-index 354.7k citations123 works total

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

author position
  • first author1
  • middle author10
  • last author7

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • stat.ME13
  • stat.CO2
  • stat.ML2
  • stat.AP1
same name
  • M. Daniels — 25 papers, h 16
  • M. Daniels — 2 papers, h 2
  • M. Daniels — 1 paper, h 2
  • M. Daniels — 1 paper, h 21

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedBayesian Methods for Multiple Mediators: Relating Principal Stratification and Causal Mediation in the Analysis of Power Plant Emission Controls

5 citations · 14 across the 18 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

stat.ML2020★ 1 cited

Approximate Cross-validated Mean Estimates for Bayesian Hierarchical Regression Models

Amy X. Zhang, Le Bao, Changcheng Li +1

We introduce a novel procedure for obtaining cross-validated predictive estimates for Bayesian hierarchical regression models (BHRMs). Bayesian hierarchical models are popular for…

stat.ME2020

A Bayesian semi-parametric approach for inference on the population partly conditional mean from longitudinal data with dropout

Maria Josefsson, Michael J. Daniels, Sara Pudas

Studies of memory trajectories using longitudinal data often result in highly non-representative samples due to selective study enrollment and attrition. An additional bias comes f…

stat.ME2020

Informed Pooled Testing with Quantitative Assays

Tao Liu, Joseph W Hogan, Wanning Su +3

Pooled testing is widely used for screening for viral or bacterial infections with low prevalence when individual testing is not cost-efficient. Pooled testing with qualitative ass…

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