Concepedia

Missing Data Selection Models

Missing Data Selection Models is a statistical framework that belongs to the class of selection models used in the analysis of missing data, distinguished by its explicit modeling of the process through which data are missing as a function of observed and unobserved variables to correct for potential selection bias.

57

Publications

3K

Citations

142

Authors

104

Institutions

Publications per year

2017–2026

8

Variants

Selection Models For Missing Data

Parents

Publications

57

Estimating evolutionary parameters when viability selection is operating

Jarrod D. Hadfield · Proceedings of the Royal Society B Biological Sciences · 2008 · 251 citations · Full text

, , +15

Selection models for repeated measurements with non-random dropout: an illustration of sensitivity

Michael G. Kenward · Statistics in Medicine · 1998 · 215 citations

, , +17

Strategies to fit pattern-mixture models

Herbert Thijs · Biostatistics · 2002 · 150 citations

, , +16

Are There Missing Girls in the United States? Evidence from Birth Data

Jason Abrevaya · American Economic Journal Applied Economics · 2009 · 142 citations

, , +14

Using Classification and Regression Trees (CART) and random forests to analyze attrition: Results from two simulations.

Timothy C. Hayes, Satoshi Usami, Ross Jacobucci et al. · Psychology and Aging · 2015 · 136 citations · Full text

, , +17

1–5 of 57

Authors

142

  1. GM
    Geert Molenberghs

    Hasselt University, Belgium

    5 publications · 302 citations

    5

    h-index

  2. MG
    Michael G. Kenward

    London School of Hygiene & Tropical Medicine, United Kingdom

    4 publications · 377 citations

    4

    h-index

  3. BM
    Bart Michiels

    KU Leuven, Belgium

    3 publications · 121 citations

    3

    h-index

  4. HT
    Herbert Thijs

    Hasselt University, Belgium

    3 publications · 268 citations

    3

    h-index

  5. SW
    Suojin Wang

    Texas A&M University, United States

    2 publications · 146 citations

    2

    h-index

1–5 of 142

Institutions

104

  1. Harvard University

    Cambridge, United States

    5 h-index

    10 publications

    610 citations

  2. The University of Texas at Austin

    Austin, United States

    4 h-index

    4 publications

    346 citations

  3. Transnational University Limburg

    Diepenbeek, Belgium

    3 h-index

    6 publications

    368 citations

  4. University of Kent

    Canterbury, United Kingdom

    3 h-index

    3 publications

    359 citations

  5. Texas A&M University

    College Station, United States

    2 h-index

    2 publications

    146 citations

  6. MRC Biostatistics Unit

    Cambridge, United Kingdom

    2 h-index

    4 publications

    76 citations

  7. VA Puget Sound Health Care System

    Seattle, United States

    2 h-index

    2 publications

    93 citations

  8. KU Leuven

    Leuven, Belgium

    2 h-index

    4 publications

    107 citations

1–8 of 104

Venues

  1. Biometrics

    7 publications · 225 citations

    7

    h-index

  2. Statistics in Medicine

    6 publications · 354 citations

    6

    h-index

  3. 3

    h-index

  4. Biometrical Journal

    2 publications · 31 citations

    2

    h-index

  5. Statistica Neerlandica

    2 publications · 170 citations

    2

    h-index

1–5