Statistical learning approaches in the genetic epidemiology of complex diseases

Anne-Laure Boulesteix; Marvin N. Wright; Sabine Hoffmann; Inke R. König

doi:10.1007/s00439-019-01996-9

Statistical learning approaches in the genetic epidemiology of complex diseases

Anne-Laure Boulesteix, Marvin N. Wright, Sabine Hoffmann, Inke R. König

Biostatistisk afdeling

Publikation: Bidrag til tidsskrift › Review › Forskning › peer review

14 Citationer (Scopus)

Originalsprog	Engelsk
Tidsskrift	Human Genetics
Vol/bind	139
Udgave nummer	1
Sider (fra-til)	73-84
Antal sider	12
ISSN	0340-6717
DOI	https://doi.org/10.1007/s00439-019-01996-9
Status	Udgivet - 2020

Adgang til dokumentet

10.1007/s00439-019-01996-9

Citationsformater

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title = "Statistical learning approaches in the genetic epidemiology of complex diseases",

keywords = "Regression, Validation, Cross-validation, Omics data, High-dimensional data, Prognostic model",

author = "Anne-Laure Boulesteix and Wright, {Marvin N.} and Sabine Hoffmann and K{\"o}nig, {Inke R.}",

year = "2020",

doi = "10.1007/s00439-019-01996-9",

language = "English",

volume = "139",

pages = "73--84",

journal = "Human Genetics",

issn = "0340-6717",

publisher = "Springer",

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TY - JOUR

T1 - Statistical learning approaches in the genetic epidemiology of complex diseases

AU - Boulesteix, Anne-Laure

AU - Wright, Marvin N.

AU - Hoffmann, Sabine

AU - König, Inke R.

PY - 2020

Y1 - 2020

KW - Regression

KW - Validation

KW - Cross-validation

KW - Omics data

KW - High-dimensional data

KW - Prognostic model

U2 - 10.1007/s00439-019-01996-9

DO - 10.1007/s00439-019-01996-9

M3 - Review

C2 - 31049651

VL - 139

SP - 73

EP - 84

JO - Human Genetics

JF - Human Genetics

SN - 0340-6717

IS - 1

ER -