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Bayesian Inference and Novel Models for Survival Data with Cured Fraction
Bayesian Methods for Skewed Response Including Longitudinal and Heteroscedastic Data
Bayesian Modeling and Variable Selection for Complex Data
Bayesian Models for Capturing Heterogeneity in Discrete Data
Geometric Approaches for Analysis of Images, Densities and Trajectories on Manifolds
Methods of Block Thresholding Across Multiple Resolution Levels in Adaptive Wavelet Estimation
Nonparametric Detection of Arbitrary Changes to Distributions and Methods of Regularization of Piecewise Constant Functional Data
Parametric and Nonparametric Spherical Regression with Diffeomorphisms
Regression Methods for Skewed and Heteroscedastic Response with High-Dimensional Covariates
Relationship of Diabetes to Coronary Heart Disease Mortality
Scalable and Structured High Dimensional Covariance Matrix Estimation
Semiparametric Bayesian Regression Models for Skewed Responses
Shape Based Function Estimation
Shape Constrained Single Index Models for Biomedical Studies