Alumni
Dissertations are held in the collections of
Stanford University Libraries.
| Cohort | Student | Advisor Name | Committee Names | Dissertation |
|---|---|---|---|---|
| 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 | Siegmund, Efron, Feldman | Statistical Methods for Two Problems in DNA Sequence Comparisons |
| 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 | 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 | Yuguo Chen | Lai | Sequential Importance Sampling with Resampling: Theory and Applications | |
| 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 | 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 |
| 1999-2000 | Viktor Spivakovsky | Lai | Multiperiod Control in Stochastic Regression Models | |
| 1999-2000 | Asya Rabinovich Takken | Diaconis | Diaconis, Johnstone, Stein | Monte Carlo Goodness-of-Fit Tests for Discrete Data |
| 1999-2000 | Hsiu-Khuern Tang | Siegmund | Siegmund, Dembo, Liu | Using Variance Components to Map Quantitative Trait Loci in Humans |
| 1999-2000 | Julia Tung | Lai | Parameter Estimation in Stochastic Volatility Models and Hidden Markov Chains |
