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Dissertations are held in the collections of
Stanford University Libraries.

Cohort: 2002-2003
Cohort Student Advisor Name Committee Names Dissertation
2002-2003 Saharon Rosset 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
2001-2002 Arthur Yu Lu Johnstone Johnstone, Owen, Walther Sparse Principal Component Analysis for Functional Data
2001-2002 Jorge Picazo Owen Owen, Friedman, Hastie Machine Learning Characterization of Decision Boundaries in Multi-Dimensional American Options
2001-2002 Dylan Small Lai Lai, Romano, Siegmund Inference and Model Selection for Instrumental Variables Regression
2001-2002 John Storey Tibshirani Tibshirani, Johnstone, Siegmund False Discovery Rates Theory and Applications to DNA Microarrays
2001-2002 Hua Tang Siegmund Efron, Feldman Statistical Methods for Two Problems in DNA Sequence Comparisons
Cohort: 2000-2001
Cohort Student Advisor Name Committee Names Dissertation
2000-2001 Derek Brian Boothroyd Olshen Spline Fitting and a Random Coefficient Model of Longitudinal Irregularly Spaced Data with an Application to Diabetic Nephropathy
2000-2001 Yuguo Chen Lai Sequential Importance Sampling with Resampling: Theory and Applications
2000-2001 Lingyu Chen Owen Owen, Liu, Walther Extensions of Stochastic Approximation for High Dimensional Optimization with Applications to Investment Allocation and Nonlinear Experimental Design
2000-2001 Shingchang Kou Efron Efron, Johnstone, Tibshirani Extended Exponential Criterion: A New Selection Procedure for Scatterplot Smoothers
2000-2001 Mu Zhu Hastie Hastie, Friedman, Tibshirani Feature Extraction and Dimension Reduction with Applications to Classification and the Analysis of Co-Occurence Data
Cohort: 1999-2000
Cohort Student Advisor Name Committee Names Dissertation
1999-2000 David Elashoff Siegmund Linkage mapping in S. Cervisias with Hidden Markov Models
1999-2000 Kai-Fai Ho Siegmund Siegmund, Liu, Switzer Mathematical Frameworks for Population Growth Modelling
1999-2000 Tongwei Liu Lai Lai, Liu, Siegmund Segmentation and Estimation in Stochastic Systems with Occasional Parameter Changes
1999-2000 Sandra McBride Switzer Statistical Modeling of Indoor Air Pollutant Concentration Time Series
1999-2000 Mei Chiung Shih Lai Lai, Liu, Olshen Estimation in Nonlinear Mixed Effects Models: Parametric and Nonparametric Approaches