Concepedia

Likelihood For Missing Data

Likelihood for Missing Data is a statistical framework that specifies the probability of observed data under a given model while accounting for the uncertainty introduced by unobserved or missing values through formal probabilistic integration over the missing data mechanism.

166

Publications

69.3K

Citations

320

Authors

235

Institutions

Publications per year

2017–2026

25

Parents

Publications

166

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

, , +16

Maximum Likelihood from Incomplete Data via the EM Algorithm

Digital Access to Scholarship at Harvard (DASH) (Harvard University) · 1977 · 4.5K citations · Full text

, , +16

Maximum likelihood estimation from incomplete data via the EM algorithm

A. P. Dempster · Journal of the Royal Statistical Society Series A (Statistics in Society) · 1977 · 4.5K citations

, , +15

Finding the Observed Information Matrix When Using the <i>EM</i> Algorithm

Thomas A. Louis · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1982 · 2.2K citations

, , +15

Predicting missing links via local information

Tao Zhou, Linyuan Lü, Yi‐Cheng Zhang · The European Physical Journal B · 2009 · 1.8K citations · Full text

, , +9

1–5 of 166

Authors

320

  1. LX
    Liugen Xue

    Beijing University of Technology, China

    6 publications · 173 citations

    6

    h-index

  2. DB
    Donald B. Rubin

    Harvard University, United States

    5 publications · 50.1K citations

    5

    h-index

  3. RR
    R. R. Hocking

    Mississippi State University, United States

    5 publications · 519 citations

    5

    h-index

  4. JG
    Joseph G. Ibrahim

    University of North Carolina at Chapel Hill, United States

    4 publications · 111 citations

    4

    h-index

  5. YQ
    Yongsong Qin

    Guangxi Normal University, China

    4 publications · 71 citations

    4

    h-index

1–5 of 320

Institutions

235

  1. University of Chicago

    Chicago, United States

    8 h-index

    10 publications

    781 citations

  2. Beijing University of Technology

    Beijing, China

    6 h-index

    12 publications

    295 citations

  3. Harvard University

    Cambridge, United States

    6 h-index

    10 publications

    151.4K citations

  4. University at Buffalo, State University of New York

    Buffalo, United States

    5 h-index

    7 publications

    177 citations

  5. Guangxi Normal University

    Guilin, China

    4 h-index

    7 publications

    108 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    6 publications

    189 citations

  7. University of Michigan

    Ann Arbor, United States

    4 h-index

    4 publications

    116 citations

  8. University of Waterloo

    Waterloo, Canada

    4 h-index

    8 publications

    150 citations

1–8 of 235

Venues

  1. 15

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 9 publications · 215 citations

    9

    h-index

  3. 8

    h-index

  4. Journal of Statistical Planning and Inference

    6 publications · 98 citations

    6

    h-index

  5. Statistics in Medicine

    6 publications · 164 citations

    6

    h-index

1–5