Concepedia

Small-sample Bayesian Estimation

Small-Sample Bayesian Estimation is a Bayesian inference method in item response theory that specifically addresses the challenge of estimating model parameters when the sample size is limited by incorporating prior information to enhance estimation accuracy and stability.

46

Publications

2.6K

Citations

96

Authors

63

Institutions

Publications per year

2017–2026

16

Parents

Publications

46

On Using Bayesian Methods to Address Small Sample Problems

Daniel McNeish · Structural Equation Modeling A Multidisciplinary Journal · 2016 · 570 citations

, , +10

BAYES MODAL ESTIMATION IN ITEM RESPONSE MODELS*

Robert J. Mislevy · ETS Research Report Series · 1985 · 242 citations

, , +13

A Bayesian Approach to Estimating Household Parameters

Peter E. Rossi, Greg M. Allenby · Journal of Marketing Research · 1993 · 197 citations

, , +17

Bayesian analysis of longitudinal data using growth curve models

Zhiyong Zhang, Fumiaki Hamagami, Lijuan Lijuan Wang et al. · International Journal of Behavioral Development · 2007 · 142 citations

, , +16

Where Do Priors Come From? Applying Guidelines to Construct Informative Priors in Small Sample Research

Mariëlle Zondervan‐Zwijnenburg, Margot Peeters, Sarah Depaoli et al. · Research in Human Development · 2017 · 119 citations · Full text

, , +16

1–5 of 46

Authors

96

  1. DM
    Daniel McNeish

    Arizona State University, United States

    3 publications · 677 citations

    3

    h-index

  2. SD
    Sarah Depaoli

    University of California, Merced, United States

    3 publications · 168 citations

    3

    h-index

  3. GM
    Greg M. Allenby

    Fisher College, United States

    3 publications · 291 citations

    3

    h-index

  4. SD
    Sonja D. Winter

    University of California, Merced, United States

    3 publications · 93 citations

    3

    h-index

  5. DJ
    Darius J. Sabavala

    Cornell University, United States

    2 publications · 55 citations

    2

    h-index

1–5 of 96

Institutions

63

  1. Educational Testing Service

    Princeton, United States

    4 h-index

    8 publications

    434 citations

  2. Utrecht University

    Utrecht, The Netherlands

    3 h-index

    5 publications

    971 citations

  3. University of California, Merced

    Merced, United States

    3 h-index

    4 publications

    227 citations

  4. The Ohio State University

    Columbus, United States

    2 h-index

    2 publications

    219 citations

  5. University of Tübingen

    Tübingen, Germany

    2 h-index

    2 publications

    101 citations

  6. Leibniz Institute for Science and Mathematics Education

    Kiel, Germany

    2 h-index

    5 publications

    236 citations

  7. University of Chicago

    Chicago, United States

    2 h-index

    2 publications

    217 citations

  8. Arizona State University

    Tempe, United States

    2 h-index

    2 publications

    107 citations

1–8 of 63

Venues

  1. Structural Equation Modeling A Multidisciplinary Journal

    SEM · 5 publications · 745 citations

    5

    h-index

  2. Applied Psychological Measurement

    3 publications · 126 citations

    3

    h-index

  3. Journal of Business and Economic Statistics

    JBES · 3 publications · 77 citations

    3

    h-index

  4. Psychological Methods

    2 publications · 43 citations

    2

    h-index

  5. International Journal of Behavioral Development

    IJBD · 2 publications · 174 citations

    2

    h-index

1–5