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Dissertations are held in the collections of
Stanford University Libraries.

Cohort: 2003-2004
Cohort Student Advisor Name Committee Names Dissertation
2003-2004 Geraldine Mary Clarke Whittemore Whittemore, Nelson, Siegmund Methods and Applications of Estimating Individual Genetic Admixture
2003-2004 Tatiana (Tanya) Logvinenko Liu Liu, Lai, Owen Sequential Monte Carlo and Dirichlet Mixtures for Extracting Protein Alignment Models
2003-2004 Bogdan Popescu Friedman Friedman, Hastie, Tibshirani Ensemble Learning for Prediction
2003-2004 Steven Peter Roberts Switzer Switzer, Hastie, Walther A Statistical Investigation of Particulate Air Pollution Mortality Time Series Study
2003-2004 Kwong Hiu Yung Friedman Friedman, Ullman, Owen Update Algorithms for Masquerade Detection
Cohort: 2002-2003
Cohort Student Advisor Name Committee Names Dissertation
2002-2003 Ilana Belitskaya Tibshirani Tibshirani, Friedman, Walther Finding Multiple Clustering Structures in Data, with Applications to DNA Microarrays
2002-2003 Antje Berndt Duffie Duffie, Dembo, Lai Estimating the Term Structure of Credit Spreads: Callable Corporate Debt
2002-2003 Arnab Chakraborty Diaconis Diaconis, Hastie, Holmes An Attempt to Perform Bengali Optical Character Recognition
2002-2003 Carrie Grimes Donoho Donoho, Papanicolaou, Johnstone Theoretical Methodology for Nonlinear Dimensionality Reduction
2002-2003 Kristofer Jennings Owen Owen, Efron, Romano A New Approach to Bias Reduction Using the Iterated Bootstrap
2002-2003 Tao Jiang Owen Owen, Donoho, Hastie Data Driven Shrinkage Strategies for Quasi-Regression
2002-2003 Jia Shun Jin Donoho Donoho, Johnstone, Siegmund Detecting and Estimating Sparse Mixtures
2002-2003 Johan Lim Dembo Dembo, Gray, Lai Hidden Variable Models and Their Applications
2002-2003 Haiyan Liu Lai Lai, Switzer, Walther Autoregressive Models with Time-Varying Parameters and Applications to Financial Time Series
2002-2003 Regina Nuzzo Olshen Olshen, Johnston, Switzer Stochastic Models for Lipid Biochemistry
2002-2003 Saharon Rosset Friedman, Hastie Friedman, Hastie, Tibshirani Boosting and Other Exact and Approximate Methods for Parametric Regularized Optimization
2002-2003 Ji Zhu Hastie Hastie, Efron, Tibshirani Flexible Statistical Modeling
Cohort: 2001-2002
Cohort Student Advisor Name Committee Names Dissertation
2001-2002 Marc Coram Diaconis Diaconis, Efron, Friedman Nonparametric Bayesian Classification
2001-2002 Jing Huang Olshen Olshen, Efron, Tibshirani Classification with High-Dimensional Predictors and Qualitative Response Application to Genetics
2001-2002 Wenzhi Li Lai Lai, Siegmund, Walther Confidence Intervals Following Group Sequential Trials with Random Group Sizes and Applications to Survival Analysis