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Dissertations are held in the collections of
Stanford University Libraries.

Cohort: 2010-2011
Cohort Student Advisor Name Committee Names Dissertation
2010-2011 Feng Zhang Lai Lai, Rajaratnam, Zhang Cross-Validation and Regression Analysis in High-Dimensional Sparse Linear Models
Cohort: 2009-2010
Cohort Student Advisor Name Committee Names Dissertation
2009-2010 Genevera Allen Tibshirani Tibshirani, Owen, Taylor Transposable Regularized Covariance Models with Applications to High-dimensional Data
2009-2010 Ling Chen Lai Lai, Rajaratnam, Walther Option Pricing and Hedging with Transaction Costs
2009-2010 Shaojie Deng Lai Lai, Siegmund, Kay Giesecke Sequential methods for rare event simulations: theory and applications
2009-2010 David Hiller Wong Wong, Olshen, Owen Alternative Splicing Analysis using RNA-Seq Data
2009-2010 Zongming Ma Johnstone Johnstone, Diaconis, Tibshirani Contributions to High Dimensional Principal Component Analysis
2009-2010 Donal McMahon Hastie Hastie, Tibshirani, Wong Research Synthesis for Multiway Tables of Varying Shapes and Size
2009-2010 Chung Kwan Pong Lai Lai, Walther, Switzer Interest Rate Modeling and a Time Series Model for Functional Data
2009-2010 Bo Shen Lai Lai, Mei-Chiung Shih, Walther Probability Forecast: Evaluation and Early Warning
2009-2010 Daniela Witten Tibshirani Tibshirani, Rajaratnam, Taylor A Penalized Matrix Decomposition, and its Applications
2009-2010 Ya Xu Owen Owen, Tibshirani, Wong Semi-Supervised Learning on Graphs --- A Statistical Approach
Cohort: 2008-2009
Cohort Student Advisor Name Committee Names Dissertation
2008-2009 Sarah Emerson Owen Owen, Romano, Walther Small sample performance and calibration of the Empirical Likelihood Method
2008-2009 Holger Hoefling Tibshirani Tibshirani, Hastie, Owen Topics in machine learning
2008-2009 Yuxue Jin Lai Lai, Switzer, Shih Regression modelling of competing risks with applications to bone marrow transplantation studies and mortgage prepayment and default analysis
2008-2009 Kshitij Khare Diaconis, Rajaratnam Diaconis, Dembo, Holmes Extension of Dynkin's and Diaconis-Evans' constructions of Gaussian fields from Markov processes, etc.
2008-2009 Gen Nowak Tibshirani Tibshirani, Hastie, Walther Some methods for analyzing high-dimensional genomic data
2008-2009 Patrick Perry Owen Owen, Johnstone, Taylor Cross-validation for unsupervised learning
2008-2009 Baiyu Zhou Wong Wong, Siegmund, Zhang A method for the analysis of multi-factorial time course microarray data with applications to a clinical burn study
Cohort: 2007-2008
Cohort Student Advisor Name Committee Names Dissertation
2007-2008 Jiehua Chen Switzer Switzer, Siegmund, Rozelle Regression models with spatially correlated errors: Applications to urban core growth in China
2007-2008 Zehao Chen Lai Lai, Walther, Switzer Estimation of high dimension covariance matrix and adaptive portfolio selection