Concepedia

Missing Data Propensity Modeling

Missing Data Propensity Modeling is a statistical methodology that belongs to the class of propensity modeling techniques, specifically designed to estimate the probability of data missingness mechanisms in observed datasets, thereby enabling the identification and adjustment for systematic biases due to incomplete data.

15

Publications

989

Citations

55

Authors

42

Institutions

Publications per year

2017–2026

3

Parents

Publications

15

Maternal Employment and Child Development: A Fresh Look Using Newer Methods.

Jennifer Hill, Jane Waldfogel, Jeanne Brooks‐Gunn et al. · Developmental Psychology · 2005 · 228 citations

, , +12

Semiparametric inverse propensity weighting for nonignorable missing data

Jun Shao, Lei Wang · Biometrika · 2016 · 139 citations

, , +16

Dealing With Omitted and Not-Reached Items in Competence Tests

Steffi Pohl, Linda Gräfe, Norman Rose · Educational and Psychological Measurement · 2013 · 121 citations

, , +17

Estimating and using propensity score in presence of missing background data: an application to assess the impact of childbearing on wellbeing

Alessandra Mattei · Statistical Methods & Applications · 2008 · 89 citations

, , +14

Calibrated Bayes, for Statistics in General, and Missing Data in Particular

Roderick J. A. Little · Statistical Science · 2011 · 79 citations · Full text

, , +16

1–5 of 15

Authors

55

  1. RJ
    Roderick J. A. Little

    University of Michigan, United States

    3 publications · 165 citations

    3

    h-index

  2. SP
    Steffi Pohl

    Freie Universität Berlin, Germany

    2 publications · 161 citations

    2

    h-index

  3. SM
    Sharon M. Hirabayashi

    Mathematica Policy Research, United States

    2 publications · 86 citations

    2

    h-index

  4. DB
    Donald B. Rubin

    Harvard University, United States

    2 publications · 86 citations

    2

    h-index

  5. JL
    John L. Czajka

    Urban Institute, United States

    2 publications · 86 citations

    2

    h-index

1–5 of 55

Institutions

42

  1. University of Bamberg

    Bamberg, Germany

    2 h-index

    3 publications

    201 citations

  2. University of Tübingen

    Tübingen, Germany

    2 h-index

    2 publications

    138 citations

  3. Université de Montréal

    Montreal, Canada

    1 h-index

    4 publications

    160 citations

  4. Urban Institute

    Washington D.C., United States

    1 h-index

    1 publications

    72 citations

  5. Cancer Research And Biostatistics

    Seattle, United States

    1 h-index

    1 publications

    79 citations

  6. University of Göttingen

    Göttingen, Germany

    1 h-index

    1 publications

    17 citations

  7. Philipps University of Marburg

    Marburg, Germany

    1 h-index

    1 publications

    17 citations

  8. Johns Hopkins University

    Baltimore, United States

    1 h-index

    2 publications

    26 citations

1–8 of 42

Venues

  1. Educational and Psychological Measurement

    2 publications · 161 citations

    2

    h-index

  2. Journal of Business and Economic Statistics

    JBES · 2 publications · 86 citations

    2

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 23 citations

    1

    h-index

  4. Psychometrika

    1 publications · 13 citations

    1

    h-index

  5. Statistical Science

    1 publications · 79 citations

    1

    h-index

1–5