Alumni
Dissertations are held in the collections of
Stanford University Libraries.
| 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 | 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 | 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 | 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 |
