Alumni
Visit Stanford University Libraries to search for the PhD dissertations of our graduates.
Graduation Year
Student
Dissertation
Advisor
Committee Members
Health and loan default risk analytics: Prediction models and their evaluation
Lai
Walther, Lu (BDS)
A Modern Maximum Likelihood Theory for High-Dimensional Logistic Regression
Candes
Montanari, Johnstone
Detection and validation of genomic structural variation from DNA sequencing data
Wong
Owen, Tang
Learning to generate text, programs (and beyond) from weak supervision
Liang (CS)
Wong, Mackey, Manning (CS)
An approximation-based framework for post-selective inference
Taylor
Tibshirani, Sabatti
Discovery and Visualization of Latent Structure with Applications to the Microbiome
Holmes
Switzer, Efron
Scalable Estimation and Inference for Massive Linear Mixed Models with Crossed Random Effects
Owen
Tibshirani, Mackey
Two Parameter Inference Methods in Likelihood-free Models: Approximate Bayesian Computation and Contrastive Divergence
Wong
Lai, Diaconis
Non-parametric goodness-of-fit testing and applications
Diaconis
Chatterjee, Bump (Math)
Selecting the dimension of a subspace in principal component analysis and canonical correlation analysis
Tibshirani
Taylor, Johnstone
Adaptive Particle Filters in Hidden Markov Models: A New Approach and Its Applications
Lai
Wong, Walther
Convergence rates of a class of multivariate density estimators based on adaptive partitioning
Wong
Candes, Siegmund
Post-selection Inference for Models Characterized by Quadratic Constraints
Taylor
Candes, Tibshirani
False Discoveries with Dependence, Towards an Objective Inference
Efron
Taylor, Owen, Johnstone
A general framework for estimation and inference from prototypes of feature clusters
Tibshirani
Hastie, Taylor
Contributions to Fault Detection and Diagnosis with High-Dimensional Data
Lai
Siegmund, Walther
Multiple Testing and Minimax Estimation in Sparse Linear Regression
Candes
Siegmund, Johnstone