Concepedia

Robust Nonlinear Regression

Robust Nonlinear Regression is a statistical modeling method that belongs to the class of nonlinear regression techniques and is specifically designed to provide reliable parameter estimates and inference in the presence of outliers or deviations from distributional assumptions by minimizing the influence of such anomalies on the fitted model.

135

Publications

8.9K

Citations

409

Authors

262

Institutions

Publications per year

2017–2026

40

Parents

Publications

135

Detecting outliers when fitting data with nonlinear regression – a new method based on robust nonlinear regression and the false discovery rate

Harvey Motulsky, Ronald E. Brown · BMC Bioinformatics · 2006 · 1.6K citations · Full text

, , +16

Generalized Correntropy for RobustAdaptive Filtering

Badong Chen, Lei Xing, Haiquan Zhao et al. · IEEE Transactions on Signal Processing · 2016 · 739 citations · Full text

, , +11

Adaptive Rejection Metropolis Sampling within Gibbs Sampling

Walter R. Gilks, Nicky Best, Keith Tan · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1995 · 686 citations

, , +17

Reverse engineering gene networks using singular value decomposition and robust regression

M. K. Stephen Yeung, Jesper Tegnér, James J. Collins · Proceedings of the National Academy of Sciences · 2002 · 682 citations

, , +13

Partial Residual Plots Based on Robust Fits

Joseph W. McKean, Simon J. Sheather · Technometrics · 2000 · 320 citations

, , +16

1–5 of 135

Authors

409

  1. RS
    Ricardo Silva Carvalho

    Universidade de Brasília, Brazil

    2 publications · 36 citations

    2

    h-index

  2. JD
    José Daniel A. Santos

    Instituto Federal de Educação, Ciência e Tecnologia do Ceará, Brazil

    2 publications · 42 citations

    2

    h-index

  3. DY
    D. Yves von Cramon

    Max Planck Institute for Human Cognitive and Brain Sciences, Germany

    2 publications · 178 citations

    2

    h-index

  4. JW
    Joseph W. McKean

    Western Michigan University, United States

    2 publications · 330 citations

    2

    h-index

  5. LG
    L. G. Thompson

    University of Tulsa, United States

    2 publications · 36 citations

    2

    h-index

1–5 of 409

Institutions

262

  1. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    6 publications

    178 citations

  2. The University of Adelaide

    Adelaide, Australia

    3 h-index

    4 publications

    174 citations

  3. Tsinghua University

    Beijing, China

    3 h-index

    9 publications

    377 citations

  4. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    3 h-index

    5 publications

    536 citations

  5. Centre d'Économie de la Sorbonne

    Paris, France

    2 h-index

    4 publications

    420 citations

  6. Scuola Superiore Sant'Anna

    Pisa, Italy

    2 h-index

    2 publications

    210 citations

  7. Chung Yuan Christian University

    Taoyuan City, Taiwan

    2 h-index

    2 publications

    54 citations

  8. Western Michigan University

    Kalamazoo, United States

    2 h-index

    2 publications

    330 citations

1–8 of 262

Venues

  1. Technometrics

    3 publications · 361 citations

    3

    h-index

  2. Neurocomputing

    3 publications · 75 citations

    3

    h-index

  3. IEEE Transactions on Signal Processing

    3 publications · 778 citations

    3

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 2 publications · 731 citations

    2

    h-index

  5. 2

    h-index

1–5