Irina Gaynanova
Irina Gaynanova
Verifierad e-postadress på stat.tamu.edu - Startsida
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Simultaneous Sparse Estimation of Canonical Vectors in the pN Setting
I Gaynanova, JG Booth, MT Wells
Journal of the American Statistical Association 111 (514), 696-706, 2016
172016
Oracle inequalities for high-dimensional prediction
J Lederer, L Yu, I Gaynanova
Bernoulli 25 (2), 1225-1255, 2019
142019
A general framework for association analysis of heterogeneous data
G Li, I Gaynanova
The Annals of Applied Statistics 12 (3), 1700-1726, 2018
132018
Structural learning and integrative decomposition of multi‐view data
I Gaynanova, G Li
Biometrics 75 (4), 1121-1132, 2019
112019
Non-convex global minimization and false discovery rate control for the TREX
J Bien, I Gaynanova, J Lederer, CL Müller
Journal of Computational and Graphical Statistics 27 (1), 23-33, 2018
102018
Microbial networks in SPRING-Semi-parametric rank-based correlation and partial correlation estimation for quantitative microbiome data
G Yoon, I Gaynanova, CL Müller
Frontiers in genetics 10, 516, 2019
42019
Sparse quadratic classification rules via linear dimension reduction
I Gaynanova, T Wang
Journal of multivariate analysis 169, 278-299, 2019
42019
Correlation of electrophoretic urine protein banding patterns with severity of renal damage in dogs with proteinuric chronic kidney disease
JA Hokamp, SA Leidy, I Gaynanova, RE Cianciolo, MB Nabity
Veterinary clinical pathology 47 (3), 425-434, 2018
42018
Penalized versus constrained generalized eigenvalue problems
I Gaynanova, JG Booth, MT Wells
Journal of Computational and Graphical Statistics 26 (2), 379-387, 2017
42017
Optimal variable selection in multi-group sparse discriminant analysis
I Gaynanova, M Kolar
Electronic Journal of Statistics 9 (2), 2007-2034, 2015
42015
Prediction error bounds for linear regression with the TREX
J Bien, I Gaynanova, J Lederer, CL Müller
Test 28 (2), 451-474, 2019
32019
Sparse semiparametric canonical correlation analysis for data of mixed types
G Yoon, RJ Carroll, I Gaynanova
arXiv preprint arXiv:1807.05274, 2018
32018
Prediction and estimation consistency of sparse multi-class penalized optimal scoring
I Gaynanova
Bernoulli 26 (1), 286-322, 2020
22020
Corrections of Equations on Glycemic Variability and Quality of Glycemic Control
I Gaynanova, J Urbanek, NM Punjabi
Diabetes technology & therapeutics 20 (4), 317-317, 2018
12018
Supervised Classification Using Sparse Fisher's LDA
I Gaynanova, JG Booth, MT Wells
arXiv preprint arXiv:1301.4976, 2013
12013
Modeling continuous glucose monitoring (CGM) data during sleep
I Gaynanova, N Punjabi, C Crainiceanu
Biostatistics, 2020
2020
Compressing Large Sample Data for Discriminant Analysis
AF Lapanowski, I Gaynanova
arXiv preprint arXiv:2005.03858, 2020
2020
Simultaneous Non-Gaussian Component Analysis (SING) for Data Integration in Neuroimaging
B Risk, I Gaynanova
arXiv preprint arXiv:2005.00597, 2020
2020
Sparse Feature Selection in Kernel Discriminant Analysis via Optimal Scoring
AF Lapanowski, I Gaynanova
arXiv preprint arXiv:1902.04248, 2019
2019
Joint association and classification analysis of multi-view data
Y Zhang, I Gaynanova
arXiv preprint arXiv:1811.08511, 2018
2018
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Artiklar 1–20