Concepedia

Bayesian Two-parameter Logistic Model

The Bayesian Two-Parameter Logistic Model is a Bayesian extension of the two-parameter logistic item response theory model that incorporates prior distributions on item discrimination and difficulty parameters to estimate latent traits and item characteristics within a hierarchical probabilistic framework.

20

Publications

1.2K

Citations

56

Authors

38

Institutions

Publications per year

2017–2026

6

Variants

Bayesian 2PlBayesian 2Pl Model

Parents

Publications

20

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

Bayesian Estimation in the Two-Parameter Logistic Model

Hariharan Swaminathan, Janice A. Gifford · Psychometrika · 1985 · 167 citations

, , +14

Estimating Item Response Theory Models Using Markov Chain Monte Carlo Methods

Jee‐Seon Kim, Daniel M. Bolt · Educational Measurement Issues and Practice · 2007 · 83 citations · Full text

, , +17

Driver injury severity outcome analysis in rural interstate highway crashes: a two-level Bayesian logistic regression interpretation

Cong Chen, Guohui Zhang, Xiaoyue Cathy Liu et al. · Accident Analysis & Prevention · 2016 · 78 citations

, , +16

An Empirical Study of the Effects of Small Datasets and Varying Prior Variances on Item Parameter Estimation in BILOG

Michael R. Harwell, Janine E. Janosky · Applied Psychological Measurement · 1991 · 76 citations · Full text

, , +13

1–5 of 20

Authors

56

  1. RK
    Robert K. Tsutakawa

    University of Missouri, United States

    2 publications · 68 citations

    2

    h-index

  2. FE
    Frans E. S. Tan

    Maastricht University, Netherlands

    2 publications · 28 citations

    2

    h-index

  3. BW
    Brian W. Junker

    Carnegie Mellon University, United States

    2 publications · 395 citations

    2

    h-index

  4. MS
    Michael Soltys

    California State University, Channel Islands, United States

    2 publications · 68 citations

    2

    h-index

  5. RJ
    Richard J. Patz

    Carnegie Mellon University, United States

    2 publications · 395 citations

    2

    h-index

1–5 of 56

Institutions

38

  1. Maastricht University

    Maastricht, The Netherlands

    2 h-index

    9 publications

    124 citations

  2. University of Hong Kong

    Pok Fu Lam, Hong Kong

    2 h-index

    5 publications

    326 citations

  3. Central South University

    Changsha, China

    2 h-index

    2 publications

    146 citations

  4. National Taiwan University Hospital

    Taipei, Taiwan

    1 h-index

    2 publications

    38 citations

  5. Prince of Wales Hospital

    Shatin, China

    1 h-index

    1 publications

    19 citations

  6. State institution "South Ukrainian National Pedagogical University named after K. D. Ushynsky"

    Odesa, Ukraine

    1 h-index

    1 publications

    26 citations

  7. University of Pittsburgh

    Pittsburgh, United States

    1 h-index

    2 publications

    152 citations

  8. Texas Department of Transportation

    Austin, United States

    1 h-index

    1 publications

    78 citations

1–8 of 38

Venues

  1. Applied Psychological Measurement

    3 publications · 154 citations

    3

    h-index

  2. Accident Analysis & Prevention

    2 publications · 146 citations

    2

    h-index

  3. 2

    h-index

  4. Journal of Educational Statistics

    2 publications · 68 citations

    2

    h-index

  5. Entropy

    1 publications · 10 citations

    1

    h-index

1–5