Concepedia

Missing Covariate Data

Missing Covariate Data is a type of data incompleteness in which covariate values are absent for certain observations in a statistical or mathematical model, thereby compromising the complete representation of the relationship between predictors and outcomes.

326

Publications

32.5K

Citations

722

Authors

362

Institutions

Publications per year

2017–2026

56

Parents

Publications

326

<b>spatstat</b>: An<i>R</i>Package for Analyzing Spatial Point Patterns

Adrian Baddeley, Rolf Turner · Journal of Statistical Software · 2005 · 2.4K citations · Full text

, , +13

Multiple imputation of missing blood pressure covariates in survival analysis

Stef van Buuren, Hendriek C. Boshuizen, D.L. Knook · Statistics in Medicine · 1999 · 2.2K citations

, , +14

A case-cohort design for epidemiologic cohort studies and disease prevention trials

Ross L. Prentice · Biometrika · 1986 · 1.4K citations

, , +9

Multiple Imputation by Chained Equations (MICE): Implementation in<i>Stata</i>

Patrick Royston, Ian R. White · Journal of Statistical Software · 2011 · 1.2K citations · Full text

, , +15

Pattern-Mixture Models for Multivariate Incomplete Data

Roderick J. A. Little · Journal of the American Statistical Association · 1993 · 975 citations

, , +11

1–5 of 326

Authors

722

  1. JG
    Joseph G. Ibrahim

    University of North Carolina at Chapel Hill, United States

    25 publications · 2.3K citations

    21

    h-index

  2. SR
    Stuart R. Lipsitz

    Brigham and Women's Hospital, United States

    18 publications · 1.7K citations

    17

    h-index

  3. IR
    Ian R. White

    MRC Biostatistics Unit, United Kingdom

    8 publications · 4.3K citations

    8

    h-index

  4. RJ
    Roderick J. A. Little

    University of Michigan, United States

    8 publications · 1.6K citations

    8

    h-index

  5. MS
    Margaret S. Pepe

    Fred Hutch Cancer Center, United States

    7 publications · 550 citations

    7

    h-index

1–5 of 722

Institutions

362

  1. Fred Hutch Cancer Center

    Seattle, United States

    14 h-index

    22 publications

    2.9K citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    12 h-index

    29 publications

    3.5K citations

  3. Dana-Farber Cancer Institute

    Boston, United States

    12 h-index

    17 publications

    1.6K citations

  4. University of Michigan

    Ann Arbor, United States

    10 h-index

    22 publications

    4.1K citations

  5. Harvard University

    Cambridge, United States

    10 h-index

    30 publications

    3.7K citations

  6. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    9 h-index

    13 publications

    1.7K citations

  7. Medical University of South Carolina

    Charleston, United States

    9 h-index

    12 publications

    464 citations

  8. Columbia University

    New York, United States

    8 h-index

    11 publications

    1.4K citations

1–8 of 362

Venues

  1. Journal of the American Statistical Association

    31 publications · 5.8K citations

    27

    h-index

  2. Statistics in Medicine

    37 publications · 5.7K citations

    25

    h-index

  3. Biometrics

    25 publications · 1.2K citations

    22

    h-index

  4. Biometrika

    23 publications · 2.8K citations

    16

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 8 publications · 179 citations

    8

    h-index

1–5