Random Survival Forest in practice: a method for modelling complex metabolomics data in time to event analysis

Stefan Dietrich; Anna Floegel; Martina Troll; Tilman Kühn; Wolfgang Rathmann; Anette Peters; Disorn Sookthai; Martin von Bergen; Rudolf Kaaks; Jerzy Adamski; Cornelia Prehn; Heiner Boeing; Matthias B Schulze; Thomas Illig; Tobias Pischon; Sven Knüppel; Rui Wang-Sattler; Dagmar Drogan

doi:10.1093/ije/dyw145

Random Survival Forest in practice: a method for modelling complex metabolomics data in time to event analysis

Stefan Dietrich, Anna Floegel, Martina Troll, Tilman Kühn, Wolfgang Rathmann, Anette Peters, Disorn Sookthai, Martin von Bergen, Rudolf Kaaks, Jerzy Adamski, Cornelia Prehn, Heiner Boeing, Matthias B Schulze, Thomas Illig, Tobias Pischon, Sven Knüppel, Rui Wang-Sattler, Dagmar Drogan

Department of Chemistry and Bioscience

Research output: Contribution to journal › Journal article › Research › peer-review

60 Citations (Scopus)

Original language	English
Journal	International Journal of Epidemiology
Volume	45
Issue number	5
Pages (from-to)	1406-1420
ISSN	0300-5771
DOIs	https://doi.org/10.1093/ije/dyw145
Publication status	Published - 2016

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Dietrich, S., Floegel, A., Troll, M., Kühn, T., Rathmann, W., Peters, A., Sookthai, D., von Bergen, M., Kaaks, R., Adamski, J., Prehn, C., Boeing, H., Schulze, M. B., Illig, T., Pischon, T., Knüppel, S., Wang-Sattler, R., & Drogan, D. (2016). Random Survival Forest in practice: a method for modelling complex metabolomics data in time to event analysis. International Journal of Epidemiology, 45(5), 1406-1420. https://doi.org/10.1093/ije/dyw145

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title = "Random Survival Forest in practice: a method for modelling complex metabolomics data in time to event analysis",

author = "Stefan Dietrich and Anna Floegel and Martina Troll and Tilman K{\"u}hn and Wolfgang Rathmann and Anette Peters and Disorn Sookthai and {von Bergen}, Martin and Rudolf Kaaks and Jerzy Adamski and Cornelia Prehn and Heiner Boeing and Schulze, {Matthias B} and Thomas Illig and Tobias Pischon and Sven Kn{\"u}ppel and Rui Wang-Sattler and Dagmar Drogan",

year = "2016",

doi = "10.1093/ije/dyw145",

language = "English",

volume = "45",

pages = "1406--1420",

journal = "International Journal of Epidemiology",

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publisher = "Oxford University Press",

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Dietrich, S, Floegel, A, Troll, M, Kühn, T, Rathmann, W, Peters, A, Sookthai, D, von Bergen, M, Kaaks, R, Adamski, J, Prehn, C, Boeing, H, Schulze, MB, Illig, T, Pischon, T, Knüppel, S, Wang-Sattler, R & Drogan, D 2016, 'Random Survival Forest in practice: a method for modelling complex metabolomics data in time to event analysis', International Journal of Epidemiology, vol. 45, no. 5, pp. 1406-1420. https://doi.org/10.1093/ije/dyw145

TY - JOUR

T1 - Random Survival Forest in practice

T2 - a method for modelling complex metabolomics data in time to event analysis

AU - Dietrich, Stefan

AU - Floegel, Anna

AU - Troll, Martina

AU - Kühn, Tilman

AU - Rathmann, Wolfgang

AU - Peters, Anette

AU - Sookthai, Disorn

AU - von Bergen, Martin

AU - Kaaks, Rudolf

AU - Adamski, Jerzy

AU - Prehn, Cornelia

AU - Boeing, Heiner

AU - Schulze, Matthias B

AU - Illig, Thomas

AU - Pischon, Tobias

AU - Knüppel, Sven

AU - Wang-Sattler, Rui

AU - Drogan, Dagmar

PY - 2016

Y1 - 2016

U2 - 10.1093/ije/dyw145

DO - 10.1093/ije/dyw145

M3 - Journal article

SN - 0300-5771

VL - 45

SP - 1406

EP - 1420

JO - International Journal of Epidemiology

JF - International Journal of Epidemiology

IS - 5

ER -