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Timothy I. Cannings
Timothy I. Cannings
在 ed.ac.uk 的电子邮件经过验证 - 首页
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引用次数
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Random-projection ensemble classification
TI Cannings, RJ Samworth
Journal of The Royal Statistical Society, Series B (with discussion) 79 (4 …, 2017
2002017
Child poverty in an emergency and conflict context: A multidimensional profile and an identification of the poorest children in Western Darfur
JF Trani, TI Cannings
World Development 48, 48-70, 2013
1192013
Adaptive transfer learning
HWJ Reeve, TI Cannings, RJ Samworth
Annals of Statistics 49 (6), 3618-3649, 2021
602021
Multidimensional poverty in Afghanistan: who are the poorest of the poor?
JF Trani, J Kuhlberg, T Cannings, D Chakkal
Oxford Development Studies 44 (2), 220-245, 2016
552016
Local nearest neighbour classification with applications to semi-supervised learning
TI Cannings, TB Berrett, RJ Samworth
Annals of Statistics 48 (3), 1789-1814, 2020
512020
Classification with imperfect training labels
TI Cannings, Y Fan, RJ Samworth
Biometrika 107 (2), 311-330, 2020
482020
Random projections: data perturbation for classification problems
TI Cannings
WIREs Computational Statistics, 2020
222020
Development and validation of DNA Methylation scores in two European cohorts augment 10-year risk prediction of type 2 diabetes
Y Cheng, DA Gadd, C Gieger, K Monterrubio-Gómez, Y Zhang, I Berta, ...
Nature Aging 3, 450–458, 2023
13*2023
Optimal subgroup selection
HWJ Reeve, TI Cannings, RJ Samworth
Annals of Statistics 51 (6), 2342-2365, 2023
122023
RPEnsemble: Random projection ensemble classification. R package
TI Cannings, RJ Samworth
https://cran.r-project.org/web/packages/RPEnsemble/index.html, 2017
11*2017
The correlation-assisted missing data estimator
TI Cannings, Y Fan
Journal of Machine Learning Research 23 (41), 1-49, 2022
102022
A framework for implementing machine learning on omics data
G Dubourg-Felonneau, T Cannings, F Cotter, H Thompson, N Patel, ...
arXiv preprint arXiv:1811.10455, 2018
92018
Nearest neighbour classification in the tails of a distribution
T Cannings
Preprint, 2013
42013
Isotonic subgroup selection
MM Müller, HWJ Reeve, TI Cannings, RJ Samworth
Journal of the Royal Statistical Society, Series B, to appear, 2024
32024
Integration of datasets for individual prediction of DNA methylation-based biomarkers
C Merzbacher, B Ryan, T Goldsborough, RF Hillary, A Campbell, ...
Genome Biology 24 (1), 278, 2023
3*2023
Data-driven design of targeted gene panels for estimating immunotherapy biomarkers
JR Bradley, TI Cannings
Communications Biology 5, 156, 2022
22022
Nonparametric classification with missing data
T Sell, TB Berrett, TI Cannings
Annals of Statistics 52 (3), 1178-1200, 2024
12024
New approaches to modern statistical classification problems
TI Cannings
PhD Thesis, University of Cambridge, 2015
12015
A novel gene signature to predict response to neoadjuvant chemotherapy and endocrine treatment in estrogen receptor-positive breast cancer patients
A Sionakidis, TI Cannings, JD Figueroa, AH Sims
Preprint, 2023
2023
ICBioMark: Data-Driven Design of Targeted Gene Panels for Estimating Immunotherapy Biomarkers. R Package
JR Bradley, TI Cannings
https://cran.r-project.org/web/packages/ICBioMark/index.html, 2021
2021
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