David Draper

7.4k citations
75 papers · 5.4k · 1 hit paper · h-index 32

Impact in

Papers in

    • Statistical Methods and Bayesian Inference 16
    • Statistical Methods and Inference 15
    • Markov Chains and Monte Carlo Methods 4
    • Bayesian Methods and Mixture Models 17
    • Bayesian Modeling and Causal Inference 9

David Draper

71 papers receiving 5.0k citations

David Draper's Hit Papers

Assessment and Propagation of Model Uncertainty 1995 · 1.1k citations
1.1k0+10+20Years since publication2505007501000

Peers

David Draper
Comparison fields: 5 of 191
  • Statistics and Probability 905
  • Statistics, Probability and Uncertainty 325
  • Public Health, Environmental and Occupational Health 704
  • Management Science and Operations Research 338
  • Economics and Econometrics 613
Replace Thomas Lumley with:
Thomas Lumley New Zealand
Esteban Walker United States
Xiao‐Hua Zhou United States
Norman E. Breslow United States
Jeffrey Scott Brown United States
Constantine Frangakis United States
Cyrus R. Mehta United States
David Collett United Kingdom
Peter X.‐K. Song United States
Ben Van Calster Belgium
David Draper relative to Thomas Lumley New Zealand Thomas Lumley's profile →
Citations per field
00.5×1.5×2.1×
Thomas Lumley · 1×
Citations per year

Countries citing papers authored by David Draper

Since Specialization
Citations

This map shows the geographic impact of David Draper's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by David Draper with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Draper more than expected).

Fields of papers citing papers by David Draper

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by David Draper. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by David Draper. The network helps show where David Draper may publish in the future.

Co-authors

The 25 scholars most cited alongside David Draper, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with David Draper Line = papers co-authored together David Draper links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 75 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Assessment and Propagation of Model Uncertainty
Hit paper breakdown →
19951115
2 2006455
3 2011302
4 2013289
5 2008276
6 1987274
7 2017197
8 2010169
9 2013158
10 2012157
11 2000157
12 2002137
13 2019135
14 1995114
15 200495
16 199391
17 199483
18
Studying the effects of the DRG-based prospective payment system on quality of care. Design, sampling, and fieldwork.
199077
19
Prospective payment system and impairment at discharge. The 'quicker-and-sicker' story revisited.
199070
20 201966

About David Draper

David Draper is a scholar working on Statistics and Probability, Artificial Intelligence, Statistics, Probability and Uncertainty, Economics and Econometrics and Management Science and Operations Research, having authored 75 papers that have together received 5.4k indexed citations. Recurring topics across this work include Bayesian Methods and Mixture Models (17 papers), Statistical Methods and Bayesian Inference (16 papers), Statistical Methods and Inference (15 papers), Bayesian Modeling and Causal Inference (9 papers), Healthcare Policy and Management (8 papers), Sepsis Diagnosis and Treatment (6 papers), Neonatal and Maternal Infections (4 papers) and Markov Chains and Monte Carlo Methods (4 papers). The work is most often cited by research in Statistics and Probability (905 citations), Statistics, Probability and Uncertainty (325 citations), Public Health, Environmental and Occupational Health (704 citations), Management Science and Operations Research (338 citations) and Economics and Econometrics (613 citations). David Draper has collaborated with scholars based in United States, United Kingdom and Ireland. Frequent co-authors include William J. Browne, Gabriel J. Escobar, Seunghwan Wi, Karen Marie Puopolo, Thomas B. Newman, Patricia Kipnis, Dimitris Fouskakis, John A. F. Zupancic, William H. Rogers and Marla N. Gardner. Their work appears in journals such as PEDIATRICS, Medical Care, Journal of the Royal Statistical Society Series A (Statistics in Society), Bayesian Analysis and Archives of Pediatrics and Adolescent Medicine.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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