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
14552017
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
12072017
Hyperparameters and tuning strategies for random forest
P Probst, MN Wright, AL Boulesteix
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (3 …, 2019
3572019
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
2272018
The revival of the Gini importance?
S Nembrini, IR König, MN Wright
Bioinformatics 34 (21), 3711-3718, 2018
2052018
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
91*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
802016
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
752016
Do little interactions get lost in dark random forests?
MN Wright, A Ziegler, IR König
BMC bioinformatics 17 (1), 1-10, 2016
702016
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
522016
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
442016
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
212018
Splitting on categorical predictors in random forests
MN Wright, IR König
PeerJ 7, e6339, 2019
152019
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
122020
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
122016
Block Forests: random forests for blocks of clinical and omics covariate data
R Hornung, MN Wright
BMC bioinformatics 20 (1), 1-17, 2019
82019
Support Vector Machines for Survival Analysis with R.
CJK Fouodo, IR König, C Weihs, A Ziegler, MN Wright
R Journal 10 (1), 2018
82018
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
82017
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
Accelerometry-based prediction of energy expenditure in preschoolers
B Steenbock, MN Wright, N Wirsik, M Brandes
Journal for the Measurement of Physical Behaviour 2 (2), 94-102, 2019
52019
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Articles 1–20