Concepedia

Functional Outlier Detection

Functional Outlier Detection is a statistical methodology within functional data analysis that identifies observations whose functional patterns deviate significantly from the majority in a sample of curves, surfaces, or functions, thereby distinguishing them from typical functional data structures.

76

Publications

5.6K

Citations

149

Authors

105

Institutions

Publications per year

2017–2026

34

Parents

Publications

76

On the Concept of Depth for Functional Data

Sara López‐Pintado, Juan Romo · Journal of the American Statistical Association · 2009 · 562 citations · Full text

, , +16

Functional Boxplots

Ying Sun, Marc G. Genton · Journal of Computational and Graphical Statistics · 2011 · 417 citations

, , +17

Functional data clustering: a survey

Julien Jacques, Cristian Preda · Advances in Data Analysis and Classification · 2013 · 400 citations · Full text

, , +11

Statistical Computing in Functional Data Analysis: The<i>R</i>Package<b>fda.usc</b>

Manuel Febrero–Bande, Manuel Oviedo de la Fuente · Journal of Statistical Software · 2012 · 370 citations · Full text

, , +13

How to Classify, Detect, and Manage Univariate and Multivariate Outliers, With Emphasis on Pre-Registration

Christophe Leys, Marie Delacre, Youri L. Mora et al. · International Review of Social Psychology · 2019 · 308 citations · Full text

, , +16

1–5 of 76

Authors

149

  1. MG
    Marc G. Genton

    King Abdullah University of Science and Technology, Saudi Arabia

    7 publications · 742 citations

    7

    h-index

  2. JR
    Juan Romo

    Universidad Carlos III de Madrid, Spain

    6 publications · 816 citations

    6

    h-index

  3. YS
    Ying Sun

    King Abdullah University of Science and Technology, Saudi Arabia

    5 publications · 628 citations

    5

    h-index

  4. WD
    Wenlin Dai

    King Abdullah University of Science and Technology, Saudi Arabia

    5 publications · 235 citations

    5

    h-index

  5. JM
    Javier Martínez Martínez

    Universidade de Vigo, Spain

    4 publications · 93 citations

    4

    h-index

1–5 of 149

Institutions

105

  1. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    7 h-index

    12 publications

    538 citations

  2. Universidad Carlos III de Madrid

    Madrid, Spain

    7 h-index

    15 publications

    1.8K citations

  3. Universidade de Vigo

    Vigo, Spain

    6 h-index

    15 publications

    461 citations

  4. KU Leuven

    Leuven, Belgium

    5 h-index

    11 publications

    1.2K citations

  5. Centro Universitario de la Defensa en San Javier

    San Javier, Spain

    5 h-index

    12 publications

    374 citations

  6. Universidad de Oviedo

    Oviedo, Spain

    4 h-index

    4 publications

    174 citations

  7. Universidade de Santiago de Compostela

    Santiago de Compostela, Spain

    4 h-index

    8 publications

    1.4K citations

  8. Politecnico di Milano

    Milan, Italy

    3 h-index

    6 publications

    188 citations

1–8 of 105

Venues

  1. Journal of Computational and Graphical Statistics

    JCGS · 6 publications · 901 citations

    6

    h-index

  2. Technometrics

    5 publications · 161 citations

    5

    h-index

  3. Journal of Multivariate Analysis

    4 publications · 170 citations

    4

    h-index

  4. Environmetrics

    4 publications · 356 citations

    4

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 4 publications · 240 citations

    4

    h-index

1–5