Concepedia

High-dimensional Trait Analysis

High-Dimensional Trait Analysis is a multivariate trait analysis method that specifically addresses the statistical and computational challenges of modeling a large number of phenotypic or genotypic traits simultaneously, where the dimensionality of the trait space approaches or exceeds the sample size.

32

Publications

1.8K

Citations

132

Authors

58

Institutions

Publications per year

2017–2026

11

Parents

Publications

32

High-dimensional and large-scale phenotyping of yeast mutants

Yoshikazu Ohya, Jun Sese, Masashi Yukawa et al. · Proceedings of the National Academy of Sciences · 2005 · 321 citations · Full text

, , +13

Comparative Analysis of Principal Components Can be Misleading

Josef C. Uyeda, Daniel S. Caetano, Matthew W. Pennell · Systematic Biology · 2015 · 297 citations · Full text

, , +17

SNP interaction detection with Random Forests in high-dimensional genetic data

Stacey J. Winham, Colin Colby, Robert R. Freimuth et al. · BMC Bioinformatics · 2012 · 116 citations · Full text

, , +13

The FFOCI and Other Measures and Models of OCPD

Cristina Crego, Douglas B. Samuel, Thomas A. Widiger · Assessment · 2014 · 97 citations

, , +15

Strengths and Weaknesses of Two Empathy Measures: A Comparison of the Measurement Precision, Construct Validity, and Incremental Validity of Two Multidimensional Indices

Brett A. Murphy, Thomas H. Costello, Ashley L. Watts et al. · Assessment · 2018 · 84 citations

, , +15

1–5 of 32

Authors

132

  1. JC
    Josef C. Uyeda

    Virginia Tech, United States

    2 publications · 316 citations

    2

    h-index

  2. MW
    Matthew W. Pennell

    University of British Columbia, Canada

    2 publications · 316 citations

    2

    h-index

  3. YW
    Yuanjia Wang

    Columbia University, United States

    2 publications · 41 citations

    2

    h-index

  4. TA
    Thomas A. Widiger

    University of Kentucky, United States

    2 publications · 121 citations

    2

    h-index

  5. DS
    Daniel S. Caetano

    University of Idaho, United States

    2 publications · 316 citations

    2

    h-index

1–5 of 132

Institutions

58

  1. Columbia University

    New York, United States

    2 h-index

    5 publications

    92 citations

  2. The University of Queensland

    Brisbane, Australia

    2 h-index

    4 publications

    82 citations

  3. Imperial College London

    London, United Kingdom

    2 h-index

    4 publications

    211 citations

  4. University of Idaho

    Moscow, United States

    2 h-index

    6 publications

    948 citations

  5. Stanford University

    Stanford, United States

    2 h-index

    3 publications

    141 citations

  6. University of Kentucky

    Lexington, United States

    2 h-index

    4 publications

    242 citations

  7. Purdue University West Lafayette

    West Lafayette, United States

    1 h-index

    1 publications

    97 citations

  8. Carnegie Department of Plant Biology

    Stanford, United States

    1 h-index

    1 publications

    47 citations

1–8 of 58

Venues

  1. Assessment

    ASM · 2 publications · 181 citations

    2

    h-index

  2. Systematic Biology

    2 publications · 344 citations

    2

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 2 publications · 30 citations

    2

    h-index

  4. Bioinformatics

    2 publications · 79 citations

    2

    h-index

  5. Personality and Mental Health

    1 publications · 24 citations

    1

    h-index

1–5