Alumni
Dissertations are held in the collections of
Stanford University Libraries.
| Cohort | Student | Advisor Name | Committee Names | Dissertation |
|---|---|---|---|---|
| 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 |
| 2007-2008 | Guillaume Horel | Hansen | Hansen, Lai, Romano | Estimating integrated volatility with Markov Chains |
| 2007-2008 | Karen Kapur | Wong | Wong, Tibshirani, Holmes | Modeling background and cross-hybridization effects of microarray probes |
| 2007-2008 | Yiyuan She | Owen | Owen, Hastie, Friedman, Walther | Sparse regression with exact clustering |
| 2007-2008 | Zhen Wei | Lai | Lai, Ye, Walther | Greedy functional learning machine in finance |
| 2007-2008 | Hua Zhou | Diaconis | Diaconis, Siegmund, Coram | Topics on Markov chains with polynomial eigenfunctions |
| Cohort | Student | Advisor Name | Committee Names | Dissertation |
|---|---|---|---|---|
| 2006-2007 | George Chang | Walther | Walther, Romano, Tibshirani | Tools for multivariate bump hunting |
| 2006-2007 | Andreas Eckner | Duffie | Duffie, Giesecke, Lai | Two essays on credit default correlation |
| 2006-2007 | Amy (Sisi) Kapp | Tibshirani | Tibshirani, Hastie, Stefanie Jeffrey | Cluster analysis with the in-group proportion |
