Concepedia

Model Complexity Penalties

Model Complexity Penalties is a statistical framework in phylogenetic model selection that imposes constraints on model fit to prevent overparameterization by penalizing the inclusion of additional parameters, thereby favoring simpler models that achieve an optimal balance between goodness-of-fit and parsimony.

162

Publications

26.3K

Citations

462

Authors

228

Institutions

Publications per year

2017–2026

71

Parents

Publications

162

ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Qilong Wang, Banggu Wu, Pengfei Zhu et al. · 2020 · 8.1K citations

, , +15

Gradient boosting machines, a tutorial

Alexey Natekin, Alois Knoll · Frontiers in Neurorobotics · 2013 · 3.8K citations · Full text

, , +15

<scp>ENM</scp>eval: An R package for conducting spatially independent evaluations and estimating optimal model complexity for <scp>Maxent</scp> ecological niche models

Robert Muscarella, Peter J. Galante, Mariano Soley‐Guardia et al. · Methods in Ecology and Evolution · 2014 · 2.1K citations · Full text

, , +13

Selection of important variables and determination of functional form for continuous predictors in multivariable model building

Willi Sauerbrei, Patrick Royston, Harald Binder · Statistics in Medicine · 2007 · 1.3K citations

, , +16

Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors

Daniel Simpson, Håvard Rue, Andrea Riebler et al. · Statistical Science · 2017 · 1.1K citations · Full text

, , +16

1–5 of 162

Authors

462

  1. SB
    Seungkwon Beack

    Electronics and Telecommunications Research Institute, South Korea

    3 publications · 79 citations

    3

    h-index

  2. MS
    Mi Suk Lee

    Kyung Hee University, South Korea

    3 publications · 79 citations

    3

    h-index

  3. KZ
    Kai Zhen

    Nankai University, China

    3 publications · 79 citations

    3

    h-index

  4. PM
    Pierre Moulin

    University of Illinois Urbana-Champaign, United States

    3 publications · 168 citations

    3

    h-index

  5. JS
    Jongmo Sung

    Electronics and Telecommunications Research Institute, South Korea

    3 publications · 79 citations

    3

    h-index

1–5 of 462

Institutions

228

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    6 publications

    355 citations

  2. Harbin Institute of Technology

    Harbin, China

    4 h-index

    6 publications

    8.7K citations

  3. University of California, Berkeley

    Berkeley, United States

    4 h-index

    6 publications

    168 citations

  4. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    9 publications

    2.1K citations

  5. Dalian University of Technology

    Dalian, China

    3 h-index

    4 publications

    8.5K citations

  6. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    5 publications

    186 citations

  7. National University of Singapore

    Singapore, Singapore

    3 h-index

    5 publications

    176 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    6 publications

    490 citations

1–8 of 228

Venues

  1. arXiv (Cornell University)

    Repository · 14 publications · 1.1K citations

    12

    h-index

  2. The Annals of Statistics

    7 publications · 304 citations

    7

    h-index

  3. 4

    h-index

  4. The Journal of Experimental Education

    3 publications · 756 citations

    3

    h-index

  5. Analytical Chemistry

    3 publications · 89 citations

    3

    h-index

1–5