Concepedia

Bayesian Item Response Models

Bayesian Item Response Models is a statistical modeling framework within latent trait theory that employs Bayesian inference to estimate item and ability parameters, distinguishing itself through the incorporation of prior distributions to represent uncertainty and facilitate more robust parameter estimation in the presence of limited data.

182

Publications

11.9K

Citations

332

Authors

191

Institutions

Publications per year

2017–2026

54

Parents

Publications

182

ESTIMATION OF LATENT ABILITY USING A RESPONSE PATTERN OF GRADED SCORES1

Fumi Samejima · ETS Research Bulletin Series · 1968 · 2.6K citations · Full text

, , +17

Bayesian Item Response Modeling in <i>R</i> with <b>brms</b> and <i>Stan</i>

Paul‐Christian Bürkner · Journal of Statistical Software · 2021 · 740 citations · Full text

, , +16

Bayesian Estimation of Normal Ogive Item Response Curves Using Gibbs Sampling

James H. Albert · Journal of Educational Statistics · 1992 · 391 citations

, , +16

Applications and Extensions of MCMC in IRT: Multiple Item Types, Missing Data, and Rated Responses

Richard J. Patz, Brian W. Junker · Journal of Educational and Behavioral Statistics · 1999 · 330 citations

, , +17

Bayes Modal Estimation in Item Response Models

Robert J. Mislevy · Psychometrika · 1986 · 302 citations

, , +14

1–5 of 182

Authors

332

  1. JF
    Jean‐Paul Fox

    University of Twente, Netherlands

    8 publications · 392 citations

    8

    h-index

  2. HW
    Howard Wainer

    Educational Testing Service, United States

    5 publications · 404 citations

    6

    h-index

  3. RJ
    Robert J. Mislevy

    Educational Testing Service, United States

    5 publications · 714 citations

    5

    h-index

  4. CA
    Cees A. W. Glas

    University of Twente, Netherlands

    5 publications · 282 citations

    5

    h-index

  5. SS
    Sandip Sinharay

    Educational Testing Service, United States

    5 publications · 148 citations

    5

    h-index

1–5 of 332

Institutions

191

  1. Educational Testing Service

    Princeton, United States

    14 h-index

    21 publications

    1.7K citations

  2. University of Twente

    Enschede, The Netherlands

    14 h-index

    22 publications

    930 citations

  3. University of Maryland, College Park

    College Park, United States

    9 h-index

    13 publications

    260 citations

  4. University of Pittsburgh

    Pittsburgh, United States

    6 h-index

    7 publications

    381 citations

  5. Universidade de São Paulo

    São Paulo, Brazil

    6 h-index

    9 publications

    435 citations

  6. Northeast Normal University

    Changchun, China

    6 h-index

    13 publications

    257 citations

  7. University of Wisconsin–Madison

    Madison, United States

    5 h-index

    10 publications

    461 citations

  8. University of Missouri

    Columbia, United States

    5 h-index

    7 publications

    385 citations

1–8 of 191

Venues

  1. Applied Psychological Measurement

    29 publications · 1.5K citations

    19

    h-index

  2. Educational and Psychological Measurement

    16 publications · 468 citations

    12

    h-index

  3. Journal of Educational and Behavioral Statistics

    12 publications · 804 citations

    12

    h-index

  4. Psychometrika

    11 publications · 728 citations

    11

    h-index

  5. Journal of Educational Measurement

    10 publications · 539 citations

    10

    h-index

1–5