Stephen G. Walker

5.2k citations
189 papers · 3.2k · h-index 26

Impact in

    • Statistical Methods and Inference
    • Statistical Methods and Bayesian Inference
    • Statistical Distribution Estimation and Applications
    • Bayesian Methods and Mixture Models
    • Gaussian Processes and Bayesian Inference
    • Algorithms and Data Compression

Papers in

    • Bayesian Methods and Mixture Models 133
    • Bayesian Modeling and Causal Inference 18
    • Gaussian Processes and Bayesian Inference 14
    • Statistical Methods and Inference 71
    • Statistical Methods and Bayesian Inference 50
    • Statistical Distribution Estimation and Applications 18

Stephen G. Walker

177 papers receiving 3.0k citations

Peers

Stephen G. Walker
Comparison fields: 5 of 152
  • Statistics and Probability 1.8k
  • Artificial Intelligence 2.1k
  • Finance 319
  • Mathematical Physics 212
  • Statistics, Probability and Uncertainty 138
Replace Nils Lid Hjort with:
Nils Lid Hjort Norway
Song Xi Chen China
Bent Jørgensen Denmark
Peter Hall Australia
Keith Knight Canada
Michael D. Perlman United States
Ajay Jasra United Kingdom
Omiros Papaspiliopoulos Spain
Sara van de Geer Switzerland
Stephen G. Walker relative to Nils Lid Hjort Norway Nils Lid Hjort's profile →
Citations per field
00.5×3.2×
Nils Lid Hjort · 1×
Citations per year

Countries citing papers authored by Stephen G. Walker

Since Specialization
Citations

This map shows the geographic impact of Stephen G. Walker'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 Stephen G. Walker with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stephen G. Walker more than expected).

Fields of papers citing papers by Stephen G. Walker

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Stephen G. Walker. 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 Stephen G. Walker. The network helps show where Stephen G. Walker may publish in the future.

Co-authors

The 25 scholars most cited alongside Stephen G. Walker, 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 Stephen G. Walker Line = papers co-authored together Stephen G. Walker links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 189 papers — load more, or switch the sort, to bring in the rest.

#Work
1 2007271
2 2009212
3 1999170
4
Bayesian Nonparametrics: List of contributors
2010120
5
Bayesian Nonparametrics: Subject index
2010120
6 2002115
7
A General Framework for Updating Belief Distributions
201392
8 199792
9 199791
10 200479
11 201077
12
Changing policies, changing teachers : new directions for schooling?
198765
13 200157
14 201954
15 201254
16 200250
17 201039
18 201036
19 200034
20 199830

About Stephen G. Walker

Stephen G. Walker is a scholar working on Artificial Intelligence, Statistics and Probability, Mathematical Physics, Finance and Applied Mathematics, having authored 189 papers that have together received 3.2k indexed citations. Recurring topics across this work include Bayesian Methods and Mixture Models (133 papers), Statistical Methods and Inference (71 papers), Statistical Methods and Bayesian Inference (50 papers), Statistical Distribution Estimation and Applications (18 papers), Bayesian Modeling and Causal Inference (18 papers), Financial Risk and Volatility Modeling (16 papers), Gaussian Processes and Bayesian Inference (14 papers) and Stochastic processes and statistical mechanics (13 papers). The work is most often cited by research in Statistics and Probability (1.8k citations), Artificial Intelligence (2.1k citations), Finance (319 citations), Mathematical Physics (212 citations) and Statistics, Probability and Uncertainty (138 citations). Stephen G. Walker has collaborated with scholars based in United Kingdom, United States and Italy. Frequent co-authors include Chris Holmes, Nils Lid Hjort, Jim E. Griffin, Paul Damien, Maria Kalli, Peter Müller, Bani K. Mallick, Luis E. Nieto‐Barajas, Purushottam W. Laud and A. F. M. Smith. Their work appears in journals such as Computational Statistics & Data Analysis, Journal of Statistical Planning and Inference, Statistics and Computing, Scandinavian Journal of Statistics and Journal of the American Statistical Association.

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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