# overview
Analysis of high-dimensional data, multivariate analysis, statistical methods for analyzing biological data and machine learning.

# educationAndTraining[].organization.label
Moscow State University - (Moscow, Russia)

# educationAndTraining[].field
Applied Mathematics and Computer Science

# educationAndTraining[].organization.label
Cornell University - (Ithaca, New York, United States)

# educationAndTraining[].organization.label
Cornell University - (Ithaca, New York, United States)

# awardsAndHonors[].label
Cornelia Ye Outstanding Teaching Assistant Award

# publications[].label
Optimal variable selection in multi-group sparse discriminant analysis

# publications[].label
Double-Matched Matrix Decomposition for Multi-View Data

# publications[].label
Penalized Versus Constrained Generalized Eigenvalue Problems

# publications[].label
Sparse Feature Selection in Kernel Discriminant Analysis via Optimal Scoring

# publications[].label
Sparse quadratic classification rules via linear dimension reduction.

# publications[].label
Methadone Destabilizes Cardiac Repolarization During Sleep.

# publications[].label
Fast computation of latent correlations.

# publications[].label
Open-Source Algorithm to Calculate Mean Amplitude of Glycemic Excursions Using Short and Long Moving Averages.

# publications[].label
Prediction error bounds for linear regression with the TREX

# publications[].label
SIMULTANEOUS NON-GAUSSIAN COMPONENT ANALYSIS (SING) FOR DATA INTEGRATION IN NEUROIMAGING

# publications[].label
Joint association and classification analysis of multi-view data.

# publications[].label
Corrections of Equations on Glycemic Variability and Quality of Glycemic Control.

# publications[].label
Microbial Networks in SPRING - Semi-parametric Rank-Based Correlation and Partial Correlation Estimation for Quantitative Microbiome Data.

# publications[].label
Prediction and estimation consistency of sparse multi-class penalized optimal scoring

# publications[].publisher
Bernoulli Society for Mathematical Statistics and Probability

# publications[].label
Non-Convex Global Minimization and False Discovery Rate Control for the TREX

# publications[].label
Simultaneous Sparse Estimation of Canonical Vectors in the p  N Setting

# publications[].label
Sparse semiparametric canonical correlation analysis for data of mixed types.

# publications[].label
Correlation of electrophoretic urine protein banding patterns with severity of renal damage in dogs with proteinuric chronic kidney disease.

# publications[].label
Structural learning and integrative decomposition of multi-view data.

# publications[].label
Prediction and estimation consistency of sparse multi-class penalized optimal scoring (vol 26, pg 286, 2020)

# publications[].publisher
Bernoulli Society for Mathematical Statistics and Probability

# publications[].publisher
Bernoulli Society for Mathematical Statistics and Probability

# publications[].label
Interpreting blood GLUcose data with R package iglu.

# publications[].label
Metabolomics of primary cutaneous melanoma and matched adjacent extratumoral microenvironment.

# publications[].label
A GENERAL FRAMEWORK FOR ASSOCIATION ANALYSIS OF HETEROGENEOUS DATA

# publications[].label
PHYLOGENETICALLY INFORMED BAYESIAN TRUNCATED COPULA GRAPHICAL MODELS FOR MICROBIAL ASSOCIATION NETWORKS

# publications[].label
Glucose profiles in obstructive sleep apnea and type 2 diabetes mellitus.

# publications[].label
Compressing large sample data for discriminant analysis

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Modeling continuous glucose monitoring (CGM) data during sleep.

# researcherOn[].label
Scalable Methods For Classification Of Heterogeneous High-Dimensional Data

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# streetAddress
Texas A&M University; Department Of Statistics; 3143 TAMU

# etdChairOf[].label
Wang, Tianying (2018-07). Topics in Measurement Error Analysis and High-Dimensional Binary Classification. Doctoral Dissertation.