Alumni
Visit Stanford University Libraries to search for the PhD dissertations of our graduates.
Graduation Year
Student
Dissertation
Advisor
Committee Members
Testing and Estimation of Interactions in High Dimensions
Tibshirani
Efron, Friedman, Olshen
Statistical Methods for Dynamic Panel Data and Their Applications
Lai
Friedman, Olshen, Rajaratnam
Detection of bumps on the intensity function of an inhomogeneous Poisson process
Walther
Taylor, Zhang
Uncertainty Quantification in High Dimensional Model Selection and Inference for Regression
Rajaratnam
Efron, Johnstone, Romano
Searching for structured interactions in and between datasets
Taylor
Hastie, Walther
Yeast and Chemostats, Balls and Urns: Two comments on the dynamics of adaptive evolution
Siegmund
Tang, Zhang
Differential Expression Identification and False Discovery Rate Estimation in RNA-Seq Data
Tibshirani
Hastie, Wong
Topics in unsupervised learning: feature selection and multi-modality
Walther
Walther, Tibshirani, Lai
Consistency and convergence rate of Markov Chain Quasi Monte Carlo with Examples
Owen
Owen, Lai, Wong
Visualizing and modeling joint behavior of categorical variables with a large number of levels
Owen
Owen, Walther, Cover
Efficient models and algorithms for problems in genomics
Wong
Wong, Hua Tang, Tibshirani
A Mixture Model Approach to Empirical Bayes Testing and Estimation
Efron
Efron, Zhang, Tibshirani
Dynamic Empirical Bayes Models and Their Applications to Longitudinal Data
Lai
Lai, Zhang, Walther
Cross-Validation and Regression Analysis in High-Dimensional Sparse Linear Models
Lai
Lai, Rajaratnam, Zhang
Transposable Regularized Covariance Models with Applications to High-dimensional Data
Tibshirani
Tibshirani, Owen, Taylor
Sequential methods for rare event simulations: theory and applications
Lai
Lai, Siegmund, Kay Giesecke
Contributions to High Dimensional Principal Component Analysis
Johnstone
Johnstone, Diaconis, Tibshirani
Research Synthesis for Multiway Tables of Varying Shapes and Size
Hastie
Hastie, Tibshirani, Wong
Interest Rate Modeling and a Time Series Model for Functional Data
Lai
Lai, Walther, Switzer
A Penalized Matrix Decomposition, and its Applications
Tibshirani
Tibshirani, Rajaratnam, Taylor
Small sample performance and calibration of the Empirical Likelihood Method
Owen
Owen, Romano, Walther
Regression modelling of competing risks with applications to bone marrow transplantation studies and mortgage prepayment and default analysis
Lai
Lai, Switzer, Shih
Extension of Dynkin's and Diaconis-Evans' constructions of Gaussian fields from Markov processes, etc.
Diaconis, Rajaratnam
Diaconis, Dembo, Holmes
Some methods for analyzing high-dimensional genomic data
Tibshirani
Tibshirani, Hastie, Walther
A method for the analysis of multi-factorial time course microarray data with applications to a clinical burn study
Wong
Wong, Siegmund, Zhang
Regression models with spatially correlated errors: Applications to urban core growth in China
Switzer
Switzer, Siegmund, Rozelle
Estimation of high dimension covariance matrix and adaptive portfolio selection
Lai
Lai, Walther, Switzer
Modeling background and cross-hybridization effects of microarray probes
Wong
Wong, Tibshirani, Holmes
