Lucas K Mentch
Title
Cited by
Cited by
Year
Quantifying uncertainty in random forests via confidence intervals and hypothesis tests
L Mentch, G Hooker
The Journal of Machine Learning Research 17 (1), 841-881, 2016
180*2016
Integrative modelling of tumour DNA methylation quantifies the contribution of metabolism
M Mehrmohamadi, LK Mentch, AG Clark, JW Locasale
Nature communications 7 (1), 1-13, 2016
302016
Formal hypothesis tests for additive structure in random forests
L Mentch, G Hooker
Journal of Computational and Graphical Statistics 26 (3), 589-597, 2017
27*2017
Please stop permuting features: An explanation and alternatives
G Hooker, L Mentch
arXiv preprint arXiv:1905.03151, 2019
202019
R-CMap—An open-source software for concept mapping
H Bar, L Mentch
Evaluation and Program Planning 60, 284-292, 2017
162017
Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization
T Jung, D Kang, L Mentch, E Hovy
arXiv preprint arXiv:1908.11723, 2019
132019
Bootstrap bias corrections for ensemble methods
G Hooker, L Mentch
Statistics and Computing 28 (1), 77-86, 2018
92018
Asymptotic distributions and rates of convergence for random forests and other resampled ensemble learners
W Peng, T Coleman, L Mentch
arXiv preprint arXiv:1905.10651, 2019
82019
Scalable and efficient hypothesis testing with random forests
T Coleman, W Peng, L Mentch
arXiv preprint arXiv:1904.07830, 2019
72019
Score operators of a qubit with applications
MR Frey, AL Miller, LK Mentch, J Graham
Quantum Information Processing 9 (5), 629-641, 2010
72010
Statistical inference on tree swallow migrations with random forests
T Coleman, L Mentch, D Fink, FA La Sorte, DW Winkler, G Hooker, ...
Journal of the Royal Statistical Society: Series C (Applied Statistics) 69 …, 2020
42020
The importance of calibration in clinical psychology
O Lindhiem, IT Petersen, LK Mentch, EA Youngstrom
Assessment 27 (4), 840-854, 2020
32020
Multiphase segmentation for simultaneously homogeneous and textural images
DH Thai, L Mentch
Applied Mathematics and Computation 335, 146-181, 2018
32018
Randomization as regularization: A degrees of freedom explanation for random forest success
L Mentch, S Zhou
arXiv preprint arXiv:1911.00190, 2019
22019
Statistical inference on tree swallow migrations
T Coleman, L Mentch, D Fink, F La Sorte, G Hooker, W Hochachka, ...
arXiv preprint arXiv:1710.09793, 2017
22017
Correlation identification in bipartite Pauli channels
MR Frey, LE Coffey, LK Mentch, AL Miller, SS Rubin
International Journal of Quantum Information 8 (06), 979-990, 2010
22010
Pauli channels exhibit a transition effect in memory estimation above a parametric threshold
MR Frey, LE Coffey, LK Mentch, AL Miller, SS Rubin
Quantum Information and Computation VIII 7702, 77020G, 2010
22010
Predictive inference with random forests: A new perspective on classical analyses
RJ McAlexander, L Mentch
Research & Politics 7 (1), 2053168020905487, 2020
12020
On Racial Disparities in Recent Fatal Police Shootings
L Mentch
Statistics and Public Policy 7 (1), 9-18, 2020
12020
Asymptotic Normality and Variance Estimation For Supervised Ensembles
Z Zhou, L Mentch, G Hooker
arXiv preprint arXiv:1912.01089, 2019
12019
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Articles 1–20