Yi Yang
Yi Yang
Department of Mathematics and Statistics, McGill University
Verified email at mcgill.ca - Homepage
Cited by
Cited by
A Fast Unified Algorithm for Solving Group-Lasso Penalized Learning Problems
Y Yang, H Zou
Statistics and Computing, 2013
A cocktail algorithm for solving the elastic net penalized Cox’s regression in high dimensions
Y Yang, H Zou
Statistics and its Interface 6 (2), 167-173, 2013
An efficient algorithm for computing the HHSVM and its generalizations
Y Yang, H Zou
Journal of Computational and Graphical Statistics 22 (2), 396-415, 2013
Insurance premium prediction via gradient tree-boosted Tweedie compound Poisson models
Y Yang, W Qian, H Zou
Journal of Business & Economic Statistics 36 (3), 456-470, 2018
Multiclass Sparse Discriminant Analysis
Q Mai, Y Yang, H Zou
arXiv preprint arXiv:1504.05845, 2015
Sparse envelope model: efficient estimation and response variable selection in multivariate linear regression
Z Su, G Zhu, X Chen, Y Yang
Biometrika 103 (3), 579-593, 2016
Nonparametric multiple expectile regression via ER-Boost
Y Yang, H Zou
Journal of Statistical Computation and Simulation 85 (7), 1442-1458, 2015
Tweedie’s compound Poisson model with grouped elastic net
W Qian, Y Yang, H Zou
Journal of Computational and Graphical Statistics 25 (2), 606-625, 2016
Robust PCA by manifold optimization
T Zhang, Y Yang
The Journal of Machine Learning Research 19 (1), 3101-3139, 2018
gglasso: group lasso penalized learning using a unified BMD algorithm
Y Yang, H Zou
R package version 1, 2013
Sparsity Oriented Importance Learning for High-Dimensional Linear Regression
C Ye, Y Yang, Y Yang
Journal of the American Statistical Association 113 (524), 1797-1812, 2018
A coordinate majorization descent algorithm for ℓ1 penalized learning
Y Yang, H Zou
Journal of Statistical Computation and Simulation, 2012
Flexible expectile regression in reproducing Kernel Hilbert spaces
Y Yang, T Zhang, H Zou
Technometrics 60 (1), 26-35, 2018
envlp: A MATLAB Toolbox for Computing Envelope Estimators in Multivariate Analysis
D Cook, Z Su, Y Yang
Journal of Statistical Software 62 (1), 1-20, 2015
Tweedie gradient boosting for extremely unbalanced zero-inflated data
H Zhou, W Qian, Y Yang
Communications in Statistics-Simulation and Computation, 1-23, 2020
Using penalized regression with parallel coordinates for visualization of significance in high dimensional data
S Wang, Y Yang, JS Chang, FP Lin
Int. J. Adv. Comput. Sci. Appl 4 (10), 2013
Nonparametric expectile regression for conditional autoregressive expected shortfall estimation
MB Righi, Y Yang, PS Ceretta
Contemporary Studies in Economic and Financial Analysis 96, 83-95, 2014
An analytic approach for interpretable predictive models in high‐dimensional data in the presence of interactions with exposures
SR Bhatnagar, Y Yang, B Khundrakpam, AC Evans, M Blanchette, ...
Genetic epidemiology 42 (3), 233-249, 2018
Simultaneous SNP selection and adjustment for population structure in high dimensional prediction models
SR Bhatnagar, Y Yang, T Lu, E Schurr, JC Loredo-Osti, M Forest, ...
PLoS genetics 16 (5), e1008766, 2020
Supplementary material for “Efficient estimation in expectile regression using envelope model”
T Chen, Z Su, Y Yang, S Ding
DOI, 2020
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