Statistics Alumni
2012
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Advisor: Evans
Dissertation: Some Minorants and Majorants of Random Walks and Lévy Processes |
Advisor: Speed and Stark
Dissertation: Removing Unwanted Variation from Microarray Data with Negative Controls |
Advisor: Yu and Sekhon
Dissertation: Three Statistical Methods for the Social Sciences |
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Advisor: Yu
Dissertation: Sparse Models for Sparse Data: Methods, Limitations, Visualizations, and Ensembles |
Advisor: Wainwright and Yu
Dissertation: Large-scale sparse regression models under weak assumptions |
Advisor: Jordan
Dissertation: Graphs and Combinatorial Representations of Stochastic Processes |
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Advisor: Yu
Dissertation: Aerosol Retrieval Using Remote-sensed Observations |
2011
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Advisor: Wachter
Dissertation: An Analysis of the Distribution of Genotypes for a Recent Model in Population Genetics |
Advisor: Mossel and Peres
Dissertation: Mixing time for the Ising model and random walks |
Advisor: Nolan
Dissertation: Two Statistical Methods for Clustering Medicare Claims Data into Episodes of Care |
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Advisor: Pitman
Dissertation: Aspects of Exchangeable Partitions and Trees |
Advisor: Kaufman
Dissertation: Spatio-temporal point process models forthe spread of avian in uenza virus (H5N1) |
Advisor: Yu
Dissertation: Modeling High Dimensional Data: Prediction, Sparsity, and Robustness |
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Advisor: Speed
Dissertation: Statistical Aspects of ChIP-Seq Data Analysis |
Advisor: Yu
Dissertation: Analysis of Spectral Clustering and theLasso under Nonstandard Statistical Models |
Advisor: Sturmfels
Dissertation: Geometry of maximum likelihood estimation in Gaussian graphical models |
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Advisor: Brillinger
Dissertation: Whither the whale shark wanders: Tools and methods for modelling whale shark movement |
Advisor: Bickel
Dissertation: Regularization Methods for Canonical Correlation Analysis, Rank Correlation Matrices and Renyi Correlation Matrices |
2010
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Advisor: Rice
Dissertation: Detection Methods for Astronomical TimeSeries |
Advisor: Chatterjee and Evans
Dissertation: Contributions to Stein's method and somelimit theorems in Probability |
Advisor: Brillinger
Dissertation: Integrating grouped and ungrouped data:the point process case |
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Advisor: Bickel
Dissertation: Non-linear Filtering for State Space Models - High-dimensional Applications and Theoretical Results |
Advisor: Stark
Dissertation: Earthquake prediction; Simple methods for complex phenomenon |
Advisor: Evans and Mossel
Dissertation: Spectra of random trees, Coalescing non-Brownian particles and Geometric influences of Boolean functions |
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Advisor: Speed
Dissertation: Statistical Methods for Dose Response Assays |
2009
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Advisor: Speed
Dissertation: Statistical topics in gene regulation |
Advisor: Evans
Dissertation: Two continuum-sites stepping stone models in population genetics with delayed coalescence |
Advisor: Jordan
Dissertation: Simultaneous Variable Selection and Simultaneous Subspace Selection for Multitask Learning |
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Advisor: Evans
Dissertation: Most recent common ancestors, genetic inheritance, stochastic gene transcription and Brownian motion on disconnected sets: a probabilistic analysis of a few models |
Advisor: Mossel
Dissertation: Spatial and Temporal Mixing of Gibbs Measures |
Advisor: Speed
Dissertation: Analysis of high-throughput biological data: some statistical problems in RNA-seq and mouse genotyping |
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Advisor: Yu
Dissertation: High Dimensional Data Analysis: Entropyand Regression |
2008
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Advisor: Bickel
Dissertation: Analyzing Random Forests |
Advisor: Aldous
Dissertation: Random Networks: Flows and Asymptotics |
Advisor: Speed and Wildermuth
Dissertation: Statistical analysis of DNA sequence motifs and microarray data |
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Advisor: Evans and Peres
Dissertation: Global Irregularities for Poisson Processes - Gravitational Allocations and Rough Isometrics |
Advisor: Yu
Dissertation: Sparsity and model selection through convex penalties: Structured selection, covariance selection and some theory |
Advisor: Bartlett
Dissertation: Semi-Supervised Learning with Multiple Views |
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Advisor: Bickel
Dissertation: Transcriptome Detection by Multiple RNATiling Array Analysis and Identifying Functional Conserved Non-coding Elements by Statistical Testing |
Advisor: Bickel
Dissertation: Some Issues with Dimensionality in Statistical Inference |
