Concepedia

Missing Data Treatment

Missing Data Treatment is a methodological approach in morphological phylogenetics that constitutes the systematic strategy for addressing absent or inapplicable character states in cladistic analysis to minimize bias and error in phylogenetic inference.

121

Publications

11.6K

Citations

317

Authors

213

Institutions

Publications per year

2017–2026

35

Parents

Publications

121

An analysis of four missing data treatment methods for supervised learning

Gustavo Batista, Maria Carolina Monard · Applied Artificial Intelligence · 2003 · 889 citations

, , +16

Missing Data, Incomplete Taxa, and Phylogenetic Accuracy

John J. Wiens · Systematic Biology · 2003 · 663 citations

, , +14

Missing Data in Phylogenetic Analysis: Reconciling Results from Simulations and Empirical Data

John J. Wiens, Matthew C. Morrill · Systematic Biology · 2011 · 451 citations · Full text

, , +16

Analysis of multilocus fingerprinting data sets containing missing data

Philipp M. Schlüter, Stephen A. Harris · Molecular Ecology Notes · 2006 · 446 citations

, , +13

Impact of Missing Data on Phylogenies Inferred from Empirical Phylogenomic Data Sets

Béatrice Roure, Denis Baurain, Hervé Philippe · Molecular Biology and Evolution · 2012 · 362 citations

, , +17

1–5 of 121

Authors

317

  1. JJ
    John J. Wiens

    University of Arizona, United States

    10 publications · 2.6K citations

    10

    h-index

  2. MH
    Mark Huisman

    University of Groningen, Netherlands

    2 publications · 85 citations

    2

    h-index

  3. FL
    François‐Joseph Lapointe

    Université de Montréal, Canada

    2 publications · 48 citations

    2

    h-index

  4. LL
    L. Lacey Knowles

    University of Michigan, United States

    2 publications · 424 citations

    2

    h-index

  5. RW
    Robert W. Krause

    University of Groningen, Netherlands

    2 publications · 85 citations

    2

    h-index

1–5 of 317

Institutions

213

  1. Stony Brook University

    Stony Brook, United States

    7 h-index

    10 publications

    2.7K citations

  2. Natural History Museum

    London, United Kingdom

    7 h-index

    14 publications

    775 citations

  3. University of Oxford

    Oxford, United Kingdom

    5 h-index

    7 publications

    1K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    7 publications

    711 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    6 publications

    408 citations

  6. University of Arizona

    Tucson, United States

    4 h-index

    6 publications

    1.2K citations

  7. American Museum of Natural History

    New York, United States

    4 h-index

    7 publications

    593 citations

  8. State University of New York

    Albany, United States

    3 h-index

    3 publications

    862 citations

1–8 of 213

Venues

  1. Systematic Biology

    21 publications · 4K citations

    21

    h-index

  2. Molecular Phylogenetics and Evolution

    8 publications · 659 citations

    8

    h-index

  3. Molecular Biology and Evolution

    MBE · 4 publications · 677 citations

    4

    h-index

  4. Cladistics

    3 publications · 621 citations

    3

    h-index

  5. Journal of Systematics and Evolution

    JSE · 2 publications · 184 citations

    2

    h-index

1–5