Concepedia

Fractional Polynomial Models

Fractional Polynomial Models is a statistical modeling technique that extends traditional polynomial regression by allowing non-integer powers of predictor variables, thereby enabling more flexible and parsimonious fitting of nonlinear dose-response relationships in meta-analytic data.

257

Publications

21.7K

Citations

1.5K

Authors

799

Institutions

Publications per year

2017–2026

105

Parents

Publications

257

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

Dose-Response and Trend Analysis in Epidemiology

Sander Greenland · Epidemiology · 1995 · 1.1K citations

, , +17

The use of fractional polynomials to model continuous risk variables in epidemiology

Patrick Royston, Gareth Ambler, Willi Sauerbrei · International Journal of Epidemiology · 1999 · 1.1K citations · Full text

, , +14

Fractional calculus models of complex dynamics in biological tissues

Richard L. Magin · Computers & Mathematics with Applications · 2009 · 999 citations

, , +16

Gabor-based kernel pca with fractional power polynomial models for face recognition

Chengjun Liu · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 584 citations

, , +16

1–5 of 257

Authors

1.5K

  1. PR
    Patrick Royston

    MRC Clinical Trials Unit at UCL, United Kingdom

    28 publications · 5.6K citations

    24

    h-index

  2. WS
    Willi Sauerbrei

    University of Freiburg, Germany

    21 publications · 4.6K citations

    19

    h-index

  3. DG
    Douglas G. Altman

    University of Oxford, United Kingdom

    5 publications · 853 citations

    5

    h-index

  4. RM
    Rachid Malti

    Université de Bordeaux, France

    5 publications · 318 citations

    5

    h-index

  5. MP
    Maurice P. Zeegers

    Maastricht University, Netherlands

    4 publications · 117 citations

    4

    h-index

1–5 of 1.5K

Institutions

799

  1. MRC Clinical Trials Unit at UCL

    London, United Kingdom

    20 h-index

    25 publications

    3.3K citations

  2. University Medical Center Freiburg

    Freiburg im Breisgau, Germany

    14 h-index

    22 publications

    4.2K citations

  3. University College London

    London, United Kingdom

    13 h-index

    20 publications

    1.4K citations

  4. University of Freiburg

    Freiburg im Breisgau, Germany

    10 h-index

    14 publications

    3.1K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    25 publications

    1.4K citations

  6. Université de Bordeaux

    Bordeaux, France

    8 h-index

    25 publications

    2K citations

  7. University of California San Diego

    San Diego, United States

    7 h-index

    22 publications

    1.5K citations

  8. University of Toronto

    Toronto, Canada

    7 h-index

    18 publications

    1.7K citations

1–8 of 799

Venues

  1. Statistics in Medicine

    13 publications · 2.4K citations

    13

    h-index

  2. Chaos Solitons & Fractals

    10 publications · 657 citations

    9

    h-index

  3. Ultrasound in Obstetrics and Gynecology

    5 publications · 346 citations

    5

    h-index

  4. PLoS ONE

    5 publications · 278 citations

    5

    h-index

  5. 5

    h-index

1–5