Marvin N. Wright
Marvin N. Wright
Leibniz Institute for Prevention Research and Epidemiology – BIPS
Verified email at leibniz-bips.de - Homepage
Title
Cited by
Cited by
Year
SoilGrids250m: Global gridded soil information based on machine learning
T Hengl, J Mendes de Jesus, GBM Heuvelink, M Ruiperez Gonzalez, ...
PLoS one 12 (2), e0169748, 2017
12342017
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R
MN Wright, A Ziegler
Journal of Statistical Software 77 (1), 1-17, 2017
10242017
Hyperparameters and tuning strategies for random forest
P Probst, MN Wright, AL Boulesteix
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (3 …, 2019
2722019
Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
T Hengl, M Nussbaum, MN Wright, GBM Heuvelink, B Gräler
PeerJ 6, e5518, 2018
1822018
The revival of the Gini importance?
S Nembrini, IR König, MN Wright
Bioinformatics 34 (21), 3711-3718, 2018
1522018
Unbiased split variable selection for random survival forests using maximally selected rank statistics
MN Wright, T Dankowski, A Ziegler
Statistics in medicine 36 (8), 1272-1284, 2017
73*2017
Clinical presentation and long-term outcome of 144 patients with microscopic polyangiitis in a monocentric German cohort
JH Schirmer, MN Wright, R Vonthein, K Herrmann, B Nölle, M Both, ...
Rheumatology 55 (1), 71-79, 2016
722016
Myeloperoxidase–antineutrophil cytoplasmic antibody (ANCA)–positive granulomatosis with polyangiitis (Wegener's) is a clinically distinct subset of ANCA‐associated vasculitis …
JH Schirmer, MN Wright, K Herrmann, M Laudien, B Nölle, ...
Arthritis & Rheumatology 68 (12), 2953-2963, 2016
66*2016
Do little interactions get lost in dark random forests?
MN Wright, A Ziegler, IR König
BMC bioinformatics 17 (1), 1-10, 2016
642016
On the use of Harrell’s C for clinical risk prediction via random survival forests
M Schmid, MN Wright, A Ziegler
Expert Systems with Applications 63, 450-459, 2016
422016
Ranger: A fast implementation of random forests
MN Wright, S Wager, P Probst
R package version 0.5. 0, URL https://CRAN. R-project. org/package= ranger, 2016
362016
Low-level mitochondrial heteroplasmy modulates DNA replication, glucose metabolism and lifespan in mice
M Hirose, P Schilf, Y Gupta, K Zarse, A Künstner, A Fähnrich, H Busch, ...
Scientific reports 8 (1), 1-15, 2018
182018
Splitting on categorical predictors in random forests
MN Wright, IR König
PeerJ 7, e6339, 2019
112019
Lifespan effects of mitochondrial mutations
M Hirose, P Schilf, Y Gupta, MN Wright, O Jöhren, AE Wagner, C Sina, ...
Nature 540 (7633), E13-E14, 2016
112016
Statistical learning approaches in the genetic epidemiology of complex diseases
AL Boulesteix, MN Wright, S Hoffmann, IR König
Human genetics 139 (1), 73-84, 2020
72020
Decomposition of 3-way arrays: A comparison of different PARAFAC algorithms
C Paulick, MN Wright, R Verleger, K Keller
Chemometrics and Intelligent Laboratory Systems 137, 97-109, 2014
72014
Support Vector Machines for Survival Analysis with R.
CJK Fouodo, IR König, C Weihs, A Ziegler, MN Wright
R Journal 10 (1), 2018
62018
Preprocessing and quality control for whole-genome sequences from the Illumina HiSeq X platform
MN Wright, D Gola, A Ziegler
Statistical Human Genetics, 629-647, 2017
62017
Block Forests: random forests for blocks of clinical and omics covariate data
R Hornung, MN Wright
BMC bioinformatics 20 (1), 1-17, 2019
52019
Testing Conditional Independence in Supervised Learning Algorithms.
DS Watson, MN Wright
arXiv preprint arXiv, 2019
4*2019
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Articles 1–20