Department of Statistics

Dissertation: "Statistical topics in gene regulation"

Dissertation: "Two continuum-sites stepping stone models in population genetics with delayed coalescence"

Dissertation: "Simultaneous Variable Selection and Simultaneous Subspace Selection for Multitask Learning"

Dissertation: "Most recent common ancestors, genetic inheritance, stochastic gene transcription and Brownian motion on disconnected sets: a probabilistic analysis of a few models"

Dissertation: "Spatial and Temporal Mixing of Gibbs Measures"

Dissertation: "High Dimensional Data Analysis: Entropy and Regression"

Dissertation: "Analyzing Random Forests"

Dissertation: "Random Networks: Flows and Asymptotics"

Dissertation: "Statistical analysis of DNA sequence motifs and microarray data"

Dissertation: "Global Irregularities for Poisson Processes - Gravitational Allocations and Rough Isometrics"

Dissertation: "Sparsity and model selection through convex penalties: Structured selection, covariance selection and some theory"

Dissertation: "Semi-Supervised Learning with Multiple Views"

Dissertation: "Transcriptome Detection by Multiple RNA Tiling Array Analysis and Identifying Functional Conserved Non-coding Elements by Statistical Testing"

Dissertation: "Some Issues with Dimensionality in Statistical Inference"

Dissertation: "Coagulation-fragmentation duality for Poisson-Dirichlet distributions, and exchangeable partitions derived from Markovian coalescents."

Dissertation: "Inverse Problems, Stochastic Geometry, Structural Biology"

Dissertation: "Markov Models on Trees: Reconstruction and Applications"

Dissertation: ""On the Consistency of Ensemble Classification Algorithms""

Dissertation: "Chromatin-immunoprecipitation and high-density tiling microarrays: a generative model, methods for analysis, and methodology assessment in the absence of a "gold standard""

Dissertation: "Estimating Velocity Fields on a Freeway from Low Resolution Video"

Dissertation: "Zeros of Random Analytic Functions"

Dissertation: "Assessment of Stochastic Differential Equation and Markov Chain Models in Time Series "

Dissertation: "On Goodness-of-fit Tests of Semiparametric Models"

Dissertation: "Dependent percolation, critical exponents, random walks, and anchored isoperimetry"

Dissertation: "Absolute and Relative Quantification of Fluorescently Labelled DNA."

Dissertation: "Regularization - Sparsity, Structure and Computation"

Dissertation: "Topics in Random Forests"

Dissertation: "Analysis of Dependence Structures of Hybrid Stochastic Processes Using Mutual Information"

Dissertation: "Statistical methods for gene mapping in complex diseases"

Dissertation: "Two models of probability theory: Brownian fluctuations and a kinetic limit"

Dissertation: "Statistical Methods for Comparing Genomes"

Dissertation: "Polar Cloud Detection using Satellite Data with Analysis and Application of Kernal Learning Algorithms"

Dissertation: "Statistical methods for elucidating DNA motifs and modules"

Dissertation: "Semiparametric Inference for Independent Component Analysis"

Dissertation: "Analysis of oligonucleotide data with a view to data quality assessment"

Dissertation: "Statistical Inference in Network Tomography"

Dissertation: "On the Simulation of Certain Random Systems"

Dissertation: "Univariate and Bivariate Variable Selection in High Dimensional Data"

Dissertation: "Modeling of transient processes in Markov chains with an application to the Internet traffic description"

Dissertation: "Max-Recursive Distributional Equations"

Dissertation: "Random Walk on Percolation Clusters"

Dissertation: "Multiple Testing in Microarrays"

Dissertation: "Statistical Methods for Discovering Features in Molecular Sequences"

Dissertation: "Asymptotic Genealogy of a Branching Process and a Model of Macroevolution"

Dissertation: "Statistical issues in texture analysis"

Dissertation: "Statistical methods in the design and analysis of gene expression data from cDNA microarray experiments"

Dissertation: "Modeling Molecular Substitution"

Dissertation: "Casual Inference in Longitudinal Studies"

Dissertation: "Incorporating Interference into the Linkage Analysis of Experimental Crosses"

Dissertation: "Projection Properties of Paley Designs and Optimal Supersaturated Designs"

Dissertation: "Resampling Methods for Variable Selection and Classification: Applications to Genomics"

Dissertation: "Statistical Analysis of Cell Motion"

Dissertation: "Data Compressions and Its Statistical Implications, with an application to the Analysis of Microarray Images"

Dissertation: "The Detection of Stellar Occulations by Kuiper Belt Objects"

Dissertation: "Coalescents with Simultaneous Multiple Collisions"

Dissertation: "Statistical Topics in Transportation Studies"

Dissertation: "Statistical Models for DNA Sequencing and Analysis"

Dissertation: "Overfit Bounds for Classification Algorithims"

Dissertation: "Calculus of Statistical Efficiency in a General Setting; Kernel Plug-in Estimates for Markov Chains; Hidden Markov Modeling of Freeway Traffic"

Dissertation: "Modeling Marked Point Processes with an Application to Currency Exchange Rates"

Dissertation: "Constructing Genetic Maps for Outbred Experimental Crosses"

Dissertation: "Random Walk in Convex Sets"

Dissertation: "Random Walks and Geometry on Graphs of Exponential Growth"

Dissertation: "Multiple Shrinkage Estimator"