Alumni

Visit Stanford University Libraries to search for the PhD dissertations of our graduates.

Graduation Year
Student
Dissertation
Advisor
Committee Members

Adaptive Importance Sampling for Integration

Owen

Owen, Friedman, Hastie

Statistical Applications of Adaptive Basis Selection

Donoho

Donoho, Olshen, Johnstone

Analysis of R-Scan Statistics for Marker Arrays inChen Correlated Sequences

Karlin

Karlin, Dembo, Lai

Bootstrap Assisted Goodness of Fit Tests in the Frequency Domain

Romano

Romano, Switzer, Efron

Modeling Image Sequences, with Particular Application to FMRI Data

Hastie

Hastie, Friedman, Johnstone

Theory and Applications of Scan Statistics

Siegmund

Siegmund, Whittemore, Lai

Stochastic Neural Networks and Their Applications to Regression Analysis and Time Series Forecasting

Lai

Lai, Olshen, Hastie

Robust Estimation of Effect Sizes in Meta-Analysis

Olkin

Olkin, Switzer, Kraemer

Time Dependent Spectral Analysis of Nonstationary Time Series

Johnstone

Johnstone, Donoho, Efron

Basis Pursuit

Donoho

Donoho, Johnstone, Saunders

Statistical Applications of Eigenvalue Expansions

Olkin

Olkin, Lai, Liu

Nonparametric Function Estimation with Left-Truncated and Right-Censored Data

Lai

Lai, Owen, Switzer

On a Randomization Method for Model-Free Regression Diagnostics

Efron

Efron, Owen, Liu

Statistical Methods in Linkage Analysis

Siegmund

Siegmund, Lai, Risch

Subsampling for Nonstationary Time Series with an Application to Finance

Romano

Romano, Switzer, Walther

Estimation with Resampling After Sequential Tests

Lai

Lai, Romano, Liu

Comparison of Treatments Under Adaptive Treatment Allocation in Clinical Trials and Stochastic Adaptive Control

Lai

Lai, Johnstone, Siegmund

Information Retrieval Using Statistical Classification

Friedman

Friedman, Owen, Pedersen

A Stochastic EM Estimator in the Presence of Missing Data-Theory and Applications

Olkin

Olkin, Romano, Switzer

Nonparametric Regression for Censored and Truncated Data

Lai

Lai, Efron, Hastie

Adaptive Signal Regression

Friedman

Friedman, Olshen, Hastie

Visualization and Exploration of High-Dimensional Functions Using the Functional Anova Decomposition

Friedman

Friedman, Owen, Hastie

Sequential Detection of Parameter Changes in Linear Dynamic Systems and Regression Models

Lai

Lai, Anderson, Romano

Statistical Problems Associated with Mapping Complex and Quantitative Traits from Genomic Mismatch Scanning Data

Siegmund

Siegmund, Olshen, Owen

Wavelet Methods for the Inversion of Certain Homogeneous Linear Operators in the Presence of Noisy Data

Donoho

Donoho, Olshen, Johnstone

Rare Event Simulation in Radiation Transport

Glynn

DiCiccio, Adhikari

Optimal Consumption/Investment Decisions with Partial Observations

Siegmund

Siegmund, Duffie, Dembo

Asymptotic Corrections for Adjusted Profile Likelihoods

DiCiccio

DiCiccio, Martin, Romano

Tests and Confidence Regions for Spectral Distribution Functions Based on the Kolmogorov-Smirnov Statistic

Anderson

Anderson, Romano, Johnstone

Predicting Changes in Financial Time Series

Anderson

Anderson, Switzer, Attansio

Modeling a New Genetic Mapping Method

Siegmund

Siegmund, Adhikari, Whittermore

Methods for Analyzing Discrete-Time, Finite State Markov Chains

Olshen

Olshen, Brown, Johnstone

The Risk of the Stein Estimator

Diaconis

Diaconis, Johnstone, Stein

Meta-Analysis in ROC Space: Combining Independent Studies of a Diagnostic Test

Moses

Moses, Efron, Johnstone

String Matching Theorems and Applications to Data Compression and Statistics

Adhikari

Adhikari, Cover, Dembo

Asymptotically Optimal Sequential Tests of Linear Hypotheses in Multiparameter Exponential Families

Lai

Lai, Dembo, DiCiccio

A Study of Sequential Procedures for Comparing Three Treatments

Siegmund

Siegmund, Lai, Brown

Consistency Results in Multiple Change-Point Problems

Siegmund

Siegmund, Olshen, Lai

Least Squares Estimation and Adaptive Prediction in Non-Linear Stochastic Regression Models with Applications to Time Series and Stochastic Systems

Lai

Lai, Anderson, Johns

Linear Statistical Models and Methods for Function Estimation on a Space-time Domain, with Applications to Geophysical Inverse Problems

Johnstone

Johnstone, Switzer, Segall

Estimating Undiscovered Resources Using Exploration History

Siegmund

Siegmund, Switzer, Efron

Edgeworth Expansions and Bootstrap Methods in Survival Analysis

Lai

Lai, Efron, Martin

Nonparametric Procedures for Conditional CDF Approximation in Spatial Fields

Switzer

Switzer, Journel, Solomon

A Study of Change-Point Problems

Siegmund

Siegmund, Johnstone, Dembo

Confidence Regions in Nonlinear Regression and Geometry

Siegmund

Siegmund. Olshen, Johnstone

Two-Stage Sampling of Spatial Fields

Switzer

Switzer, Solomon, Journel

Some Results in Statistical Modeling and Estimation for Software Reliability Problems

Friedman

Friedman, Johns, Solomon

Design and Estimation Issues in Computer Experiments

Owen

Owen

Admissibility Results in Loss Estimation

Johnstone

Johnstone, Stein, Siegmund

Change Point Problems for Poisson Processes

Siegmund

Siegmund