PhD Dissertations
| Title | Author | Supervisor |
|---|---|---|
| Estimation and Inference of Optimal Policies | Zhaoqi Li | Alex Luedtke, Lalit Kumar Jain |
| Statistical Learning and Modeling with Graphs and Networks | Jerry Wei | Yen-Chi Chen, Tyler Mccormick |
| Title | Author | Supervisor |
|---|---|---|
| Statistical Methods for the Analysis and Prediction of Hierarchical Time Series Data with Applications to Demography | Daphne Liu | Adrian E Raftery |
| Exponential Family Models for Rich Preference Ranking Data | Anne Wagner | Marina Meila |
| Bayesian methods for variable selection | Anupreet Porwal | Abel Rodriguez, Adrian E Raftery |
| Statistical methods for genomic sequencing data | Alan Min | William Noble |
| Estimating subnational health and demographic indicators using complex survey data | Peter Gao | Jon Wakefield |
| Inference and Estimation for Network Data | Shane Lubold | Tyler Mccormick |
| Mixture models to fit heavy-tailed, heterogeneous or sparse data | Zhen Miao | Adrian Dobra, Yen-Chi Chen |
| Addressing double dipping through selective inference and data thinning | Anna Neufeld | Daniela M Witten |
| Methods for the Statistical Analysis of Preferences, with Applications to Social Science Data | Michael Pearce | Elena A. Erosheva |
| Interpretation and Validation for unsupervised learning | Hanyu Zhang | Marina Meila |
| Title | Author | Supervisor |
|---|---|---|
| Likelihood-based haplotype frequency modeling using variable-order Markov chains | Aaron J. Baraff | Elizabeth Thompson |
| Statistical Divergences for Learning and Inference: Limit Laws and Non-Asymptotic Bounds | Lang Liu | Zaid Harchaoui, Soumik Pal |
| Causal Structure Learning in High Dimensions | Wenyu Chen | Mathias Drton, Ali Shojaie |
| Missing Data Methods for Observational Health Dataset | Gang Cheng | Yen-Chi Chen |
| Methods, Models, and Interpretations for Spatial-Temporal Public Health Applications | Aaron Osgood-Zimmerman | Jon Wakefield |
| Statistical Methods for Clustering and High Dimensional Time Series Analysis | Kunhui Zhang | Ali Shojaie |
| Geometric algorithms for interpretable manifold learning | Samson Jonathan Koelle | Marina Meila |
| Title | Author | Supervisor |
|---|---|---|
| Improving Uncertainty Quantification and Visualization for Spatiotemporal Earthquake Rate Models for the Pacific Northwest | Max Schneider | Peter Guttorp, Yen-Chi Chen |
| Statistical modeling of long memory and uncontrolled effects in neural recordings | Alexander H. Greaves-Tunnell | Zaid Harchaoui |
| Causality, Fairness, and Information in Peer Review | Sheridan L. Grant | Elena A. Erosheva, Marina Meila |
| Subnational Estimation of Period Child Mortality in a Low and Middle Income Countries Context | Jessica Godwin | Jon Wakefield |
| Distribution-free consistent tests of independence via marginal and multivariate ranks | Hongjian Shi | Fang Han |
| Progress in nonparametric minimax estimation and high dimensional hypothesis testing | Yandi Shen | Daniela M Witten, Fang Han |
| Likelihood Analysis of Causal Models | Richard Guo | Thomas S Richardson |
| Bayesian Models in Population Projections and Climate Change Forecast | Peiran Liu | Adrian E Raftery |
| Title | Author | Supervisor |
|---|---|---|
| Statistical Methods for Adaptive Immune Receptor Repertoire Analysis and Comparison | Branden Olson | Frederick Matsen |
| Statistical Methods for Geospatial Modeling with Stratified Cluster Survey Data | John Paige | Jon Wakefield |
| Representation Learning for Partitioning Problems | Corinne L. Jones | Zaid Harchaoui |
| Space-Time Contour Models for Sea Ice Forecasting | Hannah Marie Director | Adrian E Raftery, Cecilia Bitz |
| Non-Gaussian Graphical Models: Estimation with Score Matching and Causal Discovery under Zero-Inflation | Shiqing Yu | Ali Shojaie, Mathias Drton |
| Estimation and Inference in Changepoint Models | Sean Jewell | Daniela M Witten |
| Scalable Learning in Latent State Sequence Models | Christopher Aicher |
| Title | Author | Supervisor |
|---|---|---|
| Latent Variable Models for Prediction & Inference with Proxy Network Measures | Wesley T. Lee | Tyler Mccormick |
| Bayesian Hierarchical Models and Moment Bounds for High-Dimensional Time Series | Yicheng Li | Adrian E Raftery, Fang Han |
| Inferring network structure from partially observed graphs | Mengjie Pan | Tyler Mccormick |
| Fitting Stochastics Epidemic Models to Multiple Data Types | Mingwei Tang | Vladimir N. Minin |
| Realized genome sharing in random effects models for quantitative genetic traits | Bowen Wang | Elizabeth Thompson |
| Estimation and testing under shape constraints | Nilanjana Laha | Jon A Wellner, Alex Luedtke |
| Large-Scale B Cell Receptor Sequence Analysis Using Phylogenetics and Machine Learning | Amrit Dhar | Frederick Matsen |
| Statistical Methods for Manifold Recovery and C^ (1, 1) Regression on Manifolds | Kitty Mohammed | Hariharan Narayanan |
| Title | Author | Supervisor |
|---|---|---|
| Topics in Statistics and Convex Geometry: Rounding, Sampling, and Interpolation | Adam Marc Gustafson | Hariharan Narayanan |
| Discovering Interaction in Multivariate Time Series | Alex Tank | |
| Nonparametric inference on monotone functions, with applications to observational studies | Theodore Westling | Marco Carone |
| Estimation and Testing Following Model Selection | Amit Nathan Meir | Mathias Drton |
| Topics on Least Squares Estimation | Qiyang Han | Jon A Wellner |
| Bayesian Methods for Graphical Models with Limited Data | Zehang Li | Tyler Mccormick |
| Model-Based Penalized Regression | Maryclare Griffin | Peter D. Hoff |
| Parameter Identification and Assessment of Independence in Multivariate Statistical Modeling | Luca Weihs | Mathias Drton |
| Preferential sampling and model checking in phylodynamic inference | Michael D. Karcher | Vladimir N. Minin |
| Linear Structural Equation Models with Non-Gaussian Errors: Estimation and Discovery | Y. Samuel Wang | Mathias Drton |
| Coevolution Regression and Composite Likelihood Estimation for Social Networks | Yanjun He | Peter D. Hoff |
| Title | Author | Supervisor |
|---|---|---|
| "Methods for Estimation and Inference for High-Dimensional Models" | Lina Lin | Mathias Drton, Ali Shojaie |
| "Scalable Methods for the Inference of Identity by Descent" | Fiona L. Grimson | Elizabeth Thompson |
| "Applications of Robust Statistical Methods in Quantitative Finance" | Christopher G. Green | Doug Martin |
| "Scalable Manifold Learning and Related Topics" | James Michael Mcqueen | Marina Meila |
| "Topics in Graph Clustering" | Yali Wan | Marina Meila |
| Title | Author | Supervisor |
|---|---|---|
| "Bayesian Methods for Inferring Gene Regulatory Networks" | William C. Young | Adrian E Raftery, Ka Yee Yeung |
| "Finite Sampling Exponential Bounds" | Evan P. Greene | Jon A Wellner |
| "Finite Population Inference for Causal Parameters" | Wen Wei Loh | Thomas S Richardson |
| "Projection and Estimation of International Migration" | Jon Azose | Adrian E Raftery |
| "Statistical Hurdle Models for Single Cell Gene Expression: Differential Expression and Graphical Modeling" | Andrew Mcdavid | Mathias Drton |
| "Space-Time Smoothing Models for Surveillance and Complex Survey Data" | Laina D. Mercer | Jon Wakefield |
| "Testing Independence in High Dimensions & Identifiability of Graphical Models" | Dennis Leung | Mathias Drton |
| "Likelihood-Based Inference for Partially Observed Multi-Type Markov Branching Processes" | Jason Q. Xu | Vladimir N. Minin |
| Title | Author | Supervisor |
|---|---|---|
| "The Likelihood Pivot: Performing Inference with Confidence" | James Harmon | Peter D. Hoff |
| "Lord's Paradox and Targeted Interventions: The Case of Special Education" | Roderick M. Theobald | Dan Goldhaber, Thomas S Richardson |
| "Bayesian Modeling of a High Resolution Housing Price Index" | You Ren | |
| "Phylogenetic Stochastic Mapping" | Jan Irvahn | Vladimir N. Minin |
| "Theory and Methods for Tensor Data" | David C. Gerard | Peter D. Hoff |
| "Discrete-Time Threshold Regression for Survival Data with Time-Dependent Covariates" | Stefan Sharkansky | Kwun Chuen Gary Chan |
| "Degeneracy, Duration, and Co-Evolution: Extending Exponential Random Graph Models (ERGM) for Social Network Analysis" | Ke Li | Martina Morris |
| Title | Author | Supervisor |
|---|---|---|
| "Bayesian Spatial and Temporal Methods for Public Health Data" | Theresa R. Smith | Adrian Dobra, Jon Wakefield |
| "Functional Quantitative Genetics and the Missing Heritability Problem" | Serge Sverdlov | Elizabeth Thompson |
| "Predictive Modeling of Cholera Outbreaks in Bangladesh" | Amanda Allen | Ira M. Longini, Vladimir N. Minin |
| "Gravimetric Anomaly Detection Using Compressed Sensing" | Ryan D. Kappedal | Marina Meila |
| "R-Squared Inference Under Non-Normal Error" | Lei Xu | Ross L. Prentice |
| "Monte Carlo Estimation of Identity by Descent in Populations" | Christopher G. Glazner | Elizabeth Thompson |
| Title | Author | Supervisor |
|---|---|---|
| "Bayesian Population Reconstruction: A Method for Estimating Age- and Sex-Specific Vital Rates and Population Counts with Uncertainty from Fragmentary Data" | Mark C Wheldon | Adrian E Raftery |
| "Bayesian Nonparametric Inference of Effective Population Size Trajectories from Genomic Data" | Julia A. Palacios Roman | Vladimir N. Minin |
| "Modeling Heterogeneity Within and Between Matrices and Arrays" | Bailey Fosdick | Peter D. Hoff |
| "Shape-Constrained Inference for Concave-Transformed Densities and their Modes" | Charles R. Doss | Jon A Wellner |
| "Statistical Inference Using Kronecker Structured Covariance" | Alexander Volfovsky | Peter D. Hoff |
| "Learning and Manifolds: Leveraging the Intrinsic Geometry" | Dominique Perrault-Joncas | Marina Meila |
| "An Algorithmic Framework for High Dimensional Regression with Dependent Variables" | Hoyt A. Koepke | Marina Meila |
| Title | Author | Supervisor |
|---|---|---|
| "Bayesian Modeling of Health Data in Space and Time" | Cici Bauer | Jon Wakefield |
| "Coordinate-Free Exponential Families on Contingency Tables" | Anna Klimova | Thomas S Richardson, Tamas Rudas |
| "Bayesian Modeling For Multivariate Mixed Outcomes With Applications To Cognitive Testing Data" | Jonathan C. Gruhl | Elena A. Erosheva |
| "Tests for Differences between Least Squares and Robust Regression Parameter Estimates and Related To Pics" | Tatiana A. Maravina | Doug Martin |
| Title | Author | Supervisor |
|---|---|---|
| "Parametrizations of Discrete Graphical Models" | Robin J. Evans | Thomas S Richardson |
| "A Bayesian Surveillance System for Detecting Clusters of Non-Infectious Diseases" | Albert Y. Kim | Jon Wakefield |
| "Statistical Approaches to Analyze Mass Spectrometry Data Graduating Year" | Soyoung Ryu | Vladimir N. Minin, Dave Goodlett |
| "Seeing the trees through the forest; a competition model for growth and mortality" | Hilary Mason Lyons | Peter Guttorp |
| "Bayesian Inference of Exponential-family Random Graph Models for Social Networks" | Ranran Wang | Mark S. Handcock |
| "Statistical Models for Estimating and Predicting HIV/AIDS Epidemics" | Le Bao | Adrian E Raftery |
| "Modeling the Game of Soccer Using Potential Functions" | Robert Timothy Branom | Peter Guttorp |
| Title | Author | Supervisor |
|---|---|---|
| "Convex analysis methods in shape constrained estimation." | Arseni V. Seregin | Jon A Wellner |
| "Estimating social contact networks to improve epidemic simulation models" | Gail E. Potter | Mark S. Handcock |
| "Multivariate Geostatistics and Geostatistical Model Averaging" | William P. Kleiber | Tilmann J. Gneiting |
| "Covariance estimation in the Presence of Diverse Types of Data" | Xiaoyue Niu | Peter D. Hoff |
| "Portfolio Optimization with Tail Risk Measures and Non-Normal Returns" | Minfeng Zhu | Doug Martin |
| Title | Author | Supervisor |
|---|---|---|
| "Conditional tests for localizing trait genes" | Yanming Di | Elizabeth Thompson |
| "Combining and Evaluating Probabilistic Forecasts" | Roopesh Ranjan | Tilmann J. Gneiting |
| "Probabilistic weather forecasting using Bayesian model averaging" | J. McLean Sloughter | Tilmann J. Gneiting |
| "Statistical Analysis of Portfolio Risk and Performance Measures: the Influence Function Approach" | Shengyu Zhang | Doug Martin |
| "Factor Model Monte Carlo Methods for General Fund-of-Funds Portfolio Management" | Yindeng Jiang | Doug Martin |
| "Statistical Models for Social Network Data and Processes" | Pavel N. Krivitsky | Mark S. Handcock |
| "Models for Heterogeneity in Heterosexual Partnership Networks" | Ryan M. Admiraal | Mark S. Handcock |
| "A comparison of alternative methodologies for estimation of HIV incidence" | Nicole Bohme Carnegie | Martina Morris |
| "Bayesian Model Averaging and Multivariate Conditional Independence Structures" | Alex F. Lenkoski | Adrian Dobra |
| Title | Author | Supervisor |
|---|---|---|
| "Nonparametric estimation of multivariate monotone densities" | Marios G. Pavlides | Jon A Wellner |
| "Learning transcriptional regulatory networks from the integration of heterogeneous high-throughout data" | Ahrim Youn | Werner Stuetzle |
| "Extensions of Latent Class Transition Models with Application to Chronic Disability Survey Data" | Toby White | Elena A. Erosheva |
| "Statistical Solutions to Some Problems in Medical Imaging" | Larissa I. Stanberry | Tilmann J. Gneiting, Julian Besag |
| "Statistical methods for peptide and protein identification using mass spectrometry" | Qunhua Li | Matthew Stephens |
| "Inference from partially-observed network data" | Krista J. Gile | Mark S. Handcock |
| "Models and Inference of Transmission of DNA Methylation Patterns in Mammalian Somatic Cells" | Audrey Qiuyan Fu | Matthew Stephens |
| "Estimates and projections of the total fertility rate" | Leontine Alkema | Adrian E Raftery |
| Title | Author | Supervisor |
|---|---|---|
| "Probabilistic weather forecasting with spatial dependence" | Veronica Berrocal | Adrian E Raftery |
| "Wavelet variance analysis for time series and random fields" | Debashis Mondal | Donald B Percival, Peter Guttorp |
| "Bayesian hierarchical curve registration" | Donatello Telesca | Lurdes Y.T. Inoue |
| ""Up-and-Down" and the Percentile-Finding Problem" | Assaf P Oron | Peter D. Hoff |
| "Statistical Methodology for Longitudinal Social Network Data" | Anton H. Westveld | Peter D. Hoff |
| Title | Author | Supervisor |
|---|---|---|
| "Likelihood inference for population structure, using the coalescent" | Arindam Roy Choudhury | Elizabeth Thompson |
| "Exploring rates and patterns of variability in gene conversion and crossover in the human genome" | Garrett Richard Hellenthal | Matthew Stephens |
| "Alleviating ecological bias in generalized linear models and optimal design with subsample data" | Adam Nathaniel Glynn | Mark S. Handcock, Jon Wakefield |
| "Nonparametric estimation for current status data with competing risks" | Marloes H. Maathuis | Petrus Groeneboom, Jon A Wellner |
| "Goodness-of-fit statistics based on phi-divergences" | Leah R. Jager | Jon A Wellner |
| "An efficient and flexible model for patterns of population genetic variation" | Paul Scheet | Matthew Stephens |
| "Learning in Spectral Clustering" | Susan Shortreed | Marina Meila |
| "Variable selection and other extensions of the mixture model clustering framework" | Nema Dean | Adrian E Raftery |
| "Algorithms for Estimating the Cluster Tree of a Density" | Rebecca Ann Nugent | Werner Stuetzle |
| Title | Author | Supervisor |
|---|---|---|
| "Allele-sharing methods for linkage detection using extended pedigrees" | Saonli Basu | Elizabeth Thompson |
| "Robust estimation of factor models in finance" | Heiko Manfred Bailer | Doug Martin |
| "Using the structure of d-connecting paths as a qualitative measure of the strength of dependence" | Sanjay Chaudhuri | Michael Perlman, Thomas S Richardson |
| "Alternative estimators of wavelet variance" | Eric Mark Aldrich | Donald B Percival, Peter Guttorp, Christopher Bretheron |
| "Bayesian robust analysis of gene expression microarray data" | Adrian E Raftery | |
| "Alternative models for estimating genetic maps from pedigree data" | William Charles Stewart | Elizabeth Thompson |
| Title | Author | Supervisor |
|---|---|---|
| "Maximum likelihood estimation in Gaussian AMP chain graph models and Gaussian ancestral graph models" | Mathias Drton | Michael Perlman, Thomas S Richardson |
| "Nonparametric estimation of a k-monotone density: A new asymptotic distribution theory" | Fadoua Balabdaoui | Jon A Wellner |
| Title | Author | Supervisor |
|---|---|---|
| "Joint relationship inference from three or more individuals in the presence of genotyping error" | Solveig Kara Sieberts | Elizabeth Thompson |
| "Personal characteristics and covariate measurement error in disease risk estimation" | Elizabeth Ann Sugar | Ross L. Prentice, Ching-Yun Wang |
| "Model based and hybrid clustering of large datasets" | Jeremy Mark Tantrum | Alejandro Murua, Werner Stuetzle |
| "The genetic structure of related recombinant lines" | Amy Dawn Anderson | Elizabeth Thompson |
| Title | Author | Supervisor |
|---|---|---|
| "Applying graphical models to partially observed data-generating processes" | AYESHA ALI | Michael Perlman, Thomas S Richardson |
| "Generalized linear mixed models: development and comparison of different estimation methods" | Kerrie Patricia Nelson | Brian Leroux |
| "Practical importance sampling methods for finite mixture models and multiple imputation" | Russell John Steele | Adrian E Raftery |
| Title | Author | Supervisor |
|---|---|---|
| "Estimation with bivariate interval censored data" | Shuguang Song | Jon A Wellner |
| "Latent models for cross-covariance" | Jacob Andreas Wegelin | Thomas S Richardson, Paul D. Sampson |
| "Bayesian inference for deterministic simulation models for environmental assessment" | Samantha Bates | Adrian E Raftery |
| "Modeling recessive lethals: An explanation for excess sharing in siblings" | Solveig Kara Sieberts | Elizabeth Thompson |
| Title | Author | Supervisor |
|---|---|---|
| "Bayesian inference in hidden stochastic population processes" | Daniela Golinelli | Peter Guttorp |
| "Logic regression and statistical issues related to the protein folding problem" | Ingo Ruczinski | Charles Kooperberg, Michael LeBlanc |
| "Likelihood ratio inference in regular and non-regular problems" | Moulinath Banerjee | Jon A Wellner |
| "Estimating the association between airborne particulate matter and elderly mortality in Seattle, Washington using Bayesian Model Averaging" | Erin Sullivan | Peter Guttorp, Tilmann J. Gneiting |
| "Nonhomogeneous hidden Markov models for downscaling synoptic atmospheric patterns to precipitation amounts" | Enrica Bellone | Peter Guttorp, James P Hughes |
| "Detecting and extracting complex patterns from images and realizations of spatial point processes" | Daniel Charles Islip Walsh | Adrian E Raftery |
| "A model selection approach to partially linear regression" | Florentina Bunea | Jon A Wellner |
| "Wavelet-based estimation for trend contaminated long memory processes" | Peter Francis Craigmile | Donald B Percival, Peter Guttorp |
| "Global covariance modeling: A deformation approach to anisotropy" | Barnali Das | Peter Guttorp |
| "Likelihood inference for parameteric models of dispersal" | Mary Beatrix Jones | Elizabeth Thompson |
| Title | Author | Supervisor |
|---|---|---|
| "Fast automatic unsupervised image segmentation and curve detection in spatial point processes" | Derek C. Stanford | Adrian E Raftery |
| "Semiparametric inference based on estimating equations in regressions models for two phase outcome dependent sampling" | Nilanjan Chatterjee | Norman Breslow, Jon A Wellner |
| "Capture-recapture estimation of bowhead whale population size using photo-identification data" | Cibele Queiroz da Silva | Judith E Zeh, David Madigan |
| "Lifetime and disease onset distributions from incomplete observations" | Antonio Eduardo Gomes | Jon A Wellner |
| "Statistical approaches to distinct value estimation" | Jake D. Brutlag | Thomas S Richardson, Werner Stuetzle |
| "Generalization of boosting algorithms and applications of Bayesian inference for massive datasets" | Gregory Kirk Ridgeway | David Madigan, Thomas S Richardson |
| "Bayesian inference for noninvertible deterministic simulation models, with application to bowhead whale assessment" | David John Poole | Adrian E Raftery |
| "Monte Carlo likelihood calculation for identity by descent data" | Sharon Browning | Elizabeth Thompson |
| Title | Author | Supervisor |
|---|---|---|
| "Lattice conditional independence models for incomplete multivariate data and for seemingly unrelated regressions" | Lang Wu | Michael Perlman, Thomas S Richardson |
| "Estimation for counting processes with incomplete data" | Ying Lian Zhang | Jon A Wellner |
| "Regularization techniques for linear regression with a large set of carriers" | Sylvain Sardy | Werner Stuetzle |
| "Large sample theory for pseudo maximum likelihood estimates in semiparametric models" | Hui-Lin Hu | Jon A Wellner |
| "Additive mixture models for multichannel image data" | Arindam Roy Choudhury | Finbarr O'Sullivan |
| "Application of ridge regression for improved estimation of parameters in compartmental models" | Angshuman Saha | Finbarr O'Sullivan |
| "Bayesian modeling of highly structured systems using Markov chain Monte Carlo" | Simon David Byers | Julian Besag |
| "Assessing nonstationary time series using wavelets" | Brandon J. Whitcher | Peter Guttorp, Donald B Percival |
| Title | Author | Supervisor |
|---|---|---|
| "Statistical inference for partially observed markov population processes" | Sandra Nelson Catlin | Peter Guttorp |
| "Tools for the advancement of undergraduate statistics education" | Andrew Schaffner | David Madigan |
| "A new learning procedure in acyclic directed graphs" | Daniela Golinelli | David Madigan |
| "Phylogenies via conditional independence modeling" | Mary Beatrix Jones | Elizabeth Thompson |
| "Bayesian model averaging in censored survival models" | Christopher T. Volinsky | Adrian E Raftery |
| "Bayesian information retrieval" | Michelle R. Keim (Condliff) | David Madigan |
| Title | Author | Supervisor |
|---|---|---|
| "Variability estimation in linear inverse problems" | Ranjan Maitra | Finbarr O'Sullivan |
| "Inference in a discrete parameter space" | Ian S Painter | Elizabeth Thompson |
| "Bootstrapping functional m-estimators" | Yihui Zhang | Jon A Wellner |
| Title | Author | Supervisor |
|---|---|---|
| "Estimation of heterogeneous space-time covariance" | Wendy Meiring | Peter Guttorp |
| "Semiparametric estimation of major gene and random environmental effects for age of onset" | Hongzhe Li | Elizabeth Thompson |
| "Statistical analysis of biological monitoring data: State-space models for species compositions" | D. Dean Billheimer | Peter Guttorp |
| Title | Author | Supervisor |
|---|---|---|
| "Spatial applications of Markov chain Monte Carlo for bayesian inference" | David Mitchell Higdon | Julian Besag |
| "Accounting for model uncertainty in linear regression" | Jennifer Ann Hoeting | David Madigan |
| "Robust estimation in point processes" | Renato M. Assuncao | Peter Guttorp |
| "Multilevel modeling of discrete event history data using Markov chain Monte Carlo methods" | Steven M. Lewis | Adrian E Raftery |
| "Estimation in regression models with interval censoring" | Jian Huang | Jon A Wellner |
| Title | Author | Supervisor |
|---|---|---|
| "Markov chain Monte Carlo estimates of probabilities on complex structures" | Shili Lin | Elizabeth Thompson |
| "A class of stochastic models for relating synoptic atmospheric patterns to local hydrologic phenomena" | James P Hughes | Peter Guttorp |
| "A Bayesian framework and importance sampling methods for synthesizing multiple sources of evidence and uncertainty linked by a complex mechanistic model" | Geof H. Givens | Adrian E Raftery |
| "State-space modeling of salmon migration and Monte Carlo Alternatives to the Kalman filter" | Kenneth B. Newman | Peter Guttorp |
| "The Poisson clumping heuristic and the survival of genome in small pedigrees" | Heike Blossey | Elizabeth Thompson |
| Title | Author | Supervisor |
|---|---|---|
| "Auxiliary and missing covariate problems in failure time regression analysis" | Haibo Zhou | Margaret Pepe |
| "A high order hidden markov model" | James Schimert | Doug Martin |
| "Bayesian methods for the analysis of misclassified or incomplete multivariate discrete data" | Jeremy Charles York | David Madigan |
| Title | Author | Supervisor |
|---|---|---|
| "General-weights bootstrap of the empirical process" | Jens T. Praestgaard | Jon A Wellner |
| "The weighted likelihood bootstrap and an algorithm for prepivoting" | Michael A. Newton | Adrian E Raftery |
| Title | Author | Supervisor |
|---|---|---|
| "Modeling and bootstrapping for non-gaussian time series" | Nhu Dinh Le | Doug Martin |
| "Genetic restoration on complex pedigrees" | Nuala A. Sheehan | Elizabeth Thompson |
| "Incorporating covariates into a beta-binomial model with applications to medicare policy: A Bayes/empirical Bayes approach" | Michael J. Kahn | Adrian E Raftery |
| "Likelihood and exponential families" | Charles J. Geyer | Elizabeth Thompson |
| "Modelling agricultural field trials in the presence of outliers and fertility jumps" | Ross H. Taplin | Adrian E Raftery |
| Title | Author | Supervisor |
|---|---|---|
| "Estimation of mixing and mixed distributions" | Russell Brian Millar | Jon A Wellner |
| "Classical inference in spatial statistics" | Lars S. Andersen | Antonio Possolo |
| Title | Author | Supervisor |
|---|---|---|
| "Diagnostics for time series models" | Andrew G Bruce | Doug Martin |
| "Constrained cluster analysis and image understanding" | Jeff D. Banfield | Adrian E Raftery |
| "Exploratory methods for censored data" | Robert Clifford Gentleman | John Crowley |
| "Aspects of robust analysis in designed experiments" | Patrick J. Burns | Doug Martin |
| Title | Author | Supervisor |
|---|---|---|
| "The data viewer: A program for graphical data analysis" | Catherine Hurley | Andreas Buja |
| "Additive principal components: A method for estimating additive constraints with small variance from multivariate data" | Deborah Donnell | Werner Stuetzle |
| "Kullback-Leibler estimation of probability measures with an application to clustering" | Anne G. Sheehy | Jon A Wellner |
| "Time series models for continuous proportions" | Gary K. Grunwald | Peter Guttorp |
| Title | Author | Supervisor |
|---|---|---|
| "Estimation for infinite variance autoregressive processes" | Keith Knight | Doug Martin |
| "A computer system for Monte Carlo experimentation" | David A. Grier | Richard Kronmal |
| Title | Author | Supervisor |
|---|---|---|
| "Robust estimation for the errors-in-variables model" | Ruben H. Zamar | Doug Martin |
| "Robust statistics on compact metric spaces" | Daijin Ko | Peter Guttorp |
| "Weak convergence and a law of the iterated logarithm for processes indexed by points in a metric space" | Mina E. Ossiander | Ronald Pyke |
| Title | Author | Supervisor |
|---|---|---|
| "The statistics of long memory processes" | Donald B Percival | Doug Martin |