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Regression models with spatially correlated residuals: Applications to urban core growth in China
Sparse regression with exact clustering
Examples of multivariate Markov chains with orthogonal polynomial eigenfunctions
Impact of wireless channels on queue behavior: Modeling, analysis and optimization
Statistical modeling of heterogeneous features for speech processing tasks
Methods for large-scale convex optimization problems withl 1 regularization
Distributionally robust optimization in context of data-driven problems
Constructions of Gaussian fields from Markov processes, and related topics
Trading risk and performance for engineering design optimization using multifidelity analyses
Topics in statistical learning
Models and algorithms for PageRank sensitivity
Regression modeling of competing risks with applications to bone marrow transplantation studies and mortgage prepayment and default analysis
Some methods for analyzing high-dimensional genomic data
Cross-validation for unsupervised learning
Manipulation robustness of collaborative filtering systems
Analysis of factorial time course microarray data with applications to a clinical study of burn injury