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Alumni
Visit Stanford University Libraries to search for the PhD dissertations of our graduates.
Graduation Year
Student
Dissertation
Advisor
Committee Members
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
Cluster analysis with the in-group proportion
Tibshirani
Tibshirani, Hastie, Stefanie Jeffrey
Stable random projections and conditional random sampling, two sampling techniques for modern massive datasets
Hastie
Hastie, Owen, Tibshirani
Markov Chain Monte Carlo algorithms using completely uniformly distributed sequences
Owen
Owen, Hastie, Jackman
Empirical null distributions and local false discovery rates
Efron
Efron, Lavori, Hastie
Statistics in ecological modeling; the presence-only problem and other procedures
Hastie
Hastie, Tibshirani, Rogosa
High dimensional classification with application in microarray analysis
Tibshirani
Tibshirani, Hastie, Dill
A statistic for measuring the value of side information in investment
Cover
Cover, Diaconis, Efron
Multivariate kernel methods in the analysis of graphical structures
Holmes
Holmes, Wong, Owen
Random ellipsoids and false discovery rates: statistics for diffusion tensor imaging data
Efron
Efron, Hastie, Taylor
Quantitative trait mapping using large pedigrees and model selection
Siegmund
Siegmund, Holmes, Whittemore
Model selection when the number of variables exceeds the number of observations
Donoho
Donoho, Hastie, Tibshirani, Olkin, Efron
Change-point stochastic regression models with applications to econometric time series
Lai
Lai, Siegmund, Walther
Change-point models and sequence alignments: Statistical problems of genomics
Siegmund
Siegmund, Dembo, Holmes
Methods for Predicting Patient Survival Based on DNA Microarray Data
Tibshirani
Tibshirani, Hastie, Walther
Concentration Inequalities with Exchangeable Pairs
Diaconis
Diaconis, Dembo, Siegmund
Statistical Issues in Computerized Adaptive Testing
Rogosa
Rogosa, Lai, Switzer
Extended Validity of Tracy-Widom Limiting Law, With Statistical Applications
Johnstone, Donoho
Johnstone, Donoho, Diaconis
New Findings of Functional ANOVA with Applications to Computational Finance and Statistics
Owen
Owen, Duffie, Efron, Walther
Robust Statistics of Variance Component Models to Map Genes in Humans
Siegmund
Siegmund, Owen, Whittemore