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Harvard affiliates with an ID number and PIN can get free download of dissertations, both Harvard and other, on the Proquest site via Hollis. Go to "Find E-Resources," and in the drop-down box which lists the most popular choices, select "Dissertations and Theses Full Text (Proquest)."
1947Jane Worcester. The Epidemiology of Streptococcal and Non-Streptococcal Respiratory Disease.
Advisor: E.B. Wilson
1957Anthony Bartholemay. Stochastic Apporoach to Chemical Reaction Kinetics.
Advisor: H. Meunch
1959Rubin Domke. Social Class and the Childhood Diseases.
1961Daniel G. Siegel. Analysis of Withdrawal Bias in a Cohort Study.
Advisor: R. Reed.
Abelardo Temoche. Suicide and Known Mental Disease.
1962Carl L. Erhardt. Pregnancy Losses in New York City.
Marvin N. Glasser. Factors Related to the Survival of Children with Acute Lymphocytic Leukemia.
1965Earl S. Pollack. Multi-Factorial Analysis of Psychiatric Admission Rates.
Advisor: J. Worcester
1966Louis M.F. Masse. Seasonal Changes in Health Statistics in Some West African Urban Communities.
Advisor: J. Worcester
David M. Nitzberg. The Methodology of Record Linkage.
Manning Feinleib, M.D. Artificial Menopause and Breast Cancer:
A Retrospective Cohort Study.
1967Charles Ralph Buncher. Sex Ratio---A Multivariable Analysis with Comments on Gestation, Birth Weight, and Neonatal Death.
Advisor: J. Worcester
1970Joseph K. Wagoner. Radiation Therapy for Gynecological Disorders and Subsequent Leukemia, Uterine Sarcoma, and Other Malignancies.
Advisor: B. MacMahon
Margaret B. Hoff. Matching Criterion for Continuous Bivariate
1971Phyllis B. Michelsen. Characteristics of an Actuarial Estimator of a T-Year Survival Risk.
Advisor: Y. Bishop
Ronald E. Wyzga. A Statistical Analysis of the Relationship
Between Daily Mortality and Air Pollution Levels.
1972Judith D. Goldberg. The Effects of Misclassification on the Analysis of Data in 2x2 Tables.
Advisor: M. Drolette
Alexander J. McLean. The Epidemiology of Pedestrian Highway
Kenneth Rothman. Epidemiology of Trigeminal Neuralgia.
1973Paula Helene Kanarek. Assessing Survival in a Diabetic Population.
Advisor: J.J. Feldman
1974Stuart C. Hartz. An Evaluation of Bias in a Logistic Odds Ratio Function.
Advisor: R. Reed
1975Ralph L. Kent, Jr. Principal Components Analysis of Longitudinal Growth Data.
Advisor: M. Drolette
1977Raymond K. Neff. Control of Confounding in Odds Ratio Estimation.
Advisor: J. Worcester
Jamie Pearl Eng. The Effect of Changes in Mortality Over Time
on Several Demographic Measures.
1978Mary Anne Maher Matthews. A Statistical Papttern Recognition Problem: The Classification of Serum Alpha1-Antitrypsin.
Advisor: Y. Bishop
Tsunpui Oswald Siu. P-Values in Statistical Inference for
Discretely Distributed Variates.
Nicole Urban. The Impact of Prospective Reimbursement on Hospital
Financial Position in Downstate New York.
1979Marcia Levenstein. Alternative Regression Methods in the Presence of Multi-Collinear Regressors.
Advisor: Y. Bishop
1980Catherine Berkey. Three Longitudinal Growth Models for Preschool Children: Comparison and Application.
Advisor: R. Reed
Gordon Flowerdew. Methodology for the Analysis of Survival
Olli Heinonen. Congenital Cardiovascular Malformations and
Drug Exposure in Utero.
David Tritchler. Statistical Computation, Discrete Data Analysis,
and Nonparametric Statistics.
1981Gregg Dinse. Non-Parametric Failure-Time Methods for Clinical and Laboratory Investigations.
Advisor: S. Lagakos
Harmon Jordan. Diffusion of Innovations in Burn Care.
Martin Larson. Statistical Methods for Discrete State Stochastic
1982Nancy R. Cook. A General Linear Model Approach to Longitudinal Data Analysis.
Advisor: J. Ware
Ellen Eisen. A Longitudinal Study of Pulmonary Function Among
Vermont Granite Workers.
Robert Stiratelli. Random Effects Models for Serial Dichotomous
Rebecca Dersimonian. Combining Evidence from Different Sources.
Robert Parker. A Bayesian Approach to the Design and Analysis
of Case Control Studies.
William Accomando. Resistant Fitting and Diagnostic Methods for Discrete
Data Analysis with Application to a Large Observational Data Set.
Stuart Baker. Markov Models for Categorical Longitudinal Data.
Roger Day. A Tumor Growth Model with Applications to Treatment Policy and Protocol Choice.
Morris Gold. Relative Efficiency of Mean Estimation Under
Nested Covariance Structures.
Katherine T. Halvorsen. Estimating Population Parameters Using
Information from Several Independent Sources.
Anne L. Hunt. Software Engineering in Health Research, with
Emphasis on Virtual Memory Management.
Marcia Polansky. Robust Estimation with Applications to the
1985Robert Glynn. Regression Estimates When Nonresponse Depends on the Outcome Variable.
Advisor: N. Laird
Gary Rosner. Issues in Design and Analysis of Group Sequential Clinical Trials.
1986Victor DeGruttola. Multivariate Models for Longitudinal Data, Diagnostics and Resistant Methods.
Advisor: J. Ware
Karim Hirji. Exact Logistic Regression.
Leslie Kalish. Efficient Design of Clinical Trials and Observational
Nicholas Lange. Influence Analysis for Proportional-Hazards
and Longitudinal Random-Effects Models.
Myrto Lefkopoulou. The Cox Regression Model with Discrete
Failure Time Data.
1987Layla Barraj Hammamy. The Analysis of Incomplete and Nonrepresentative Observations from Continuous Time Processes.
Advisor: S. Lagakos
Tor Tosteson. Surrogate Variables in Nonlinear Regression: Methods for Design and Analysis.
1988Linda Archer. The Impact of Tumor Lethality on Statistical Tests for Carcinogenicity.
Advisor: L. Ryan
Jesse Berlin. Publication Bias: A Problem in Interpreting
Daniel Geer, Jr.. A Knowledge-Based System for Epidemiologic Assessment.
Stuart R. Lipsitz. Methods for Analyzing Repeated Categorical Outcomes.
Donna S. Neuberg.
Enriching the Bootstrap, with Application to Incomplete Data.
Anna N. Tosteson. Quantitative Diagnostic Technology Assessment:
Methods and Applications.
1989Melissa Dowd Begg. The Effects of Model Misspecification in Regression, with Applications to Bioassay.
Advisor: S. Lagakos
Kay M. Larholt. Statistical Methods and Heterogeneity in Meta-Analysis.
The Design and Analysis of Epidemiologic Investigations When the Exposure
Variable is Mis-Measured, with Application to the Mis-Measurement of Obesity
in Models of Diabetes, Hypertension and Colon Cancer Incidence.
Catherine A. Spino. Rerandomization Algorithms for Robust
Statistics and Regression with an Aggregate Covariate.
Steven J. Walsh. Design and Evaluation of Algorithms for Exact Conditional Inference Including Multivariate Rank Tests.
Fong Wang-Clow. Methods for Analysing Longitudinal Random Effects
1990Marc Buyse. Issues of Efficiency in Cancer Clinical Trials.
Advisor: M. Pagano
Joan F. Hilton. Exact Size and Power of Conditional Tests
for Categorical Data.
Mimi Y. Kim. Statistical Methods for Estimating the Infectivity
and Induction Period of AIDS with Incomplete Data.
Jennifer Ng St. Louis. Compartmental Models of Chronic Disease.
Sandro Pampallona. I - Alcohol Consumption and Breast Cancer;
II - Group Sequential Methods for Clinical Trials.
Kathleen J. Propert. Methods for Smoothing Longitudinal Data Using Locally Weighted Generalized Least Squares Regression.
Michele S. Rivard. Statistical Issues in Rater Reliability
and Disease Marker Validity.
Lynn Sleeper. Regression Spline Methodology for Covariate
Effects in the Proportional Hazards Model.
1991Paul J. Catalano. Statistical Methods for Developmental Toxicology.
Advisor: L. Ryan
Jeffrey D. Dawson. Distribution-free Tests of Repeated Measures
in Clinical Trials.
Paul J. Elson. Group Sequential Clinical Trials - Efficient Methods
for Computing Design Characteristics and the Effect of Lag Time.
Jane C. Lindsey. Statistical Methods for Partially Observed Three-State Processes.
Masahiro Takeuchi. Parameter Estimation in Linear Models for
Longitudinal Data with Mismeasured Covariates.
1992Christl Donnelly. The Analysis of Correlation in Longitudinal and Spatial Data.
Advisor: N. Laird
Fu-Chang Hu. A Statistical Methodology for Analyzing the Causal
Health Effect of a Time-Dependent Exposure from Longitudinal Data.
Wendy Leisenring. Statistical Issues in Reproductive and Developmental Toxicity Studies.
Samantha MaWhinney Delson. AIDS: Estimation of Incidence and
the Pediatric Incubation Distribution.
John Spritzler. A Group Sequential Test of Equal Response
Rates When There Is a Lag Time in Reporting.
Robert Strawderman. Statistical Methods in the Surrogate Marker
1993Julia Bienias. Design and Analysis of Time-to-Pregnancy Studies.
Advisor: L. Ryan
Shelly Carter-Campbell. Proportional Hazards Models for Repeated
Event Failure Time Data with Application to Rotavirus Infections.
Urania Dafni. Evaluating Surrogate Markers of Clinical Outcome
When Measured with Error.
Karen Keaney. Methods and Applications of Survival Analysis
for Decision Modeling.
Julie Legler. Statistical Analysis for Multiple Binary Outcomes:
The Analysis of Birth Defects Data.
Elizabeth Mahoney. Compartmental Models for Doubly-Censored
Failure Time Data With Applications To AIDS.
Melvin Olson III. Contributions to Statistical Methodology
of Longitudinal Data Analysis.
Michael Parzen. Computational Methods in Robust Regression.
Marian Pugh. Inference in the Cox Proportional Hazards Model
with Missing Covariate Data.
Pralay Senchaudhuri. Exact and Smart Monte Carlo Inferences
for Contingency Tables.
Alicia Toledano. Generalized Estimating Equations for Repeated
Ordinal Categorical Data, with Applications to Diagnostic Medicine.
John Williamson. Methods for the Analysis of Clustered, Correlated
Data: Familial and Ophthalmological.
1994Bei-Hung Chang. Methods for Analyzing Aggregate Data in Meta-Analysis.
Advisor: C. Waternaux
Sandra J. Lee. Group Sequential Monitoring of Clinical Trials
with Multivariate Outcomes.
Hung-Mo Lin. Assessing Treatment Changes on a Longitudinal
Marker of Disease in Uncontrolled Studies.
Susan Murray. Nonparametric Estimation and Testing for Survival
Data in the Two Sample Censored Data Problem Incorporating Longitudinal
Anthony Rossini. Regression Models for Interval Censored Data.
Michael Wulfsohn Failure Time Processes and Longitudinal Data.
Robert Zackin. Methods for Estimating Viral Burden in HIV/AIDS.
1995Su-Chun Cheng. Analysis of Failure Time Data with Linear Transformation Models.
Advisor: L.J. Wei
Michael Joseph Daniels. Hierarchical Regression Models with
Joseph William Hogan. Mixture Models for Incomplete Longitudinal
and Event Time Data.
Christina Ann Holcroft. Design and Analysis of Multistage
Studies with Missing Data.
Isao Kamae. Formalization of Clinical Algorithms Using Automata
Theory and Decision Analyses.
Hyungjin Myra Kim. Estimation of Individual and Population
Noncompliance Using Longitudinal Marker Data, with Application to AIDS.
Mary Dupuis Sammel. Latent Variable Models for Multiple Outcomes.
Amrik Shah. Random Effects Models for the Longitudinal Measures
of Treatment Efficacy.
Andrea Beth Troxel. Methods for the Analysis of Longitudinal
Measurements Subject to Nonignorable Non-Monotone Missing Data.
1996Janet Andersen. Missing Outcomes in Clinical Trials: Considerations for Failure-Time and Longitudinal Data.
Advisor: L. Ryan
Hélène Boucher. Design and Analysis of Group Sequential Clinical Trials with Survival Data.
Li Chen. Statistical Methods for the Analysis of Correlated
Ori Davidov. Contributions to Statistical Methodology in Cancer
Michael Reid Elashoff. Individualized Treatment for HIV/AIDS.
Karen Higgins. Statistical Methods for Nonlinear Models with
Measurement Error with Application to Pharmacokinetics and Calibration
Ping Hu. Statistical Methods to Account for the Bias in Measurement Errors on Reporting Delay and Planning Clinical Trials to Evaluate Early Detection Progress.
Soyeon Kim. Covariates in Survival Studies, Topics in Design
Kenneth Kleinman. Thesis, Applications of Markov Chain Monte
Carlo to Longitudinal Repeated Measures: Missing Data and Semi-Parametric
Qing Jane Liang. The Proportional Hazards Model and Interval-Censored Data.
John Joseph Rogus. An Extension of WPC to Test for Linkage
in the Presence of Gene-Environment Interaction and Applications to NIDDM
and Alzheimer's Disease.
Daniel Oscar Scharfstein. Semi-Parametric Efficiency: Implications
for the Design and Analysis of Group Sequential Studies.
Qi Zeng. Topics in Calibration Inference for Immunoassay.
1997Constantine Daskalakis. Analysis of Categorical Data in Psychiatric Epidemiological Studies.
Advisors: G. Zahner, S. Lipsitz
William Bernard Goggins III. Monte Carlo EM Methods for Analyzing
Survival Data in the Presence of Interval Censoring.
Akiko Okamoto. Penalized Likelihood Estimation for Censored
Data Models and Investigation of Likelihood Methods for Nonignorably Missing
Julie Alpher Scharfstein. Cost-Effectiveness Analysis and
AIDS: Methods and Application.
Qian Li. Marginal Methods for Analyzing Multivariate Survival
Shu Zhang. Statistical Models for Informative Dropout and
Feedback Between Outcomes and Covariates.
Hong-wei Zhao. Survival Analysis of Quality Adjusted Lifetime.
1998Judith Bebchuk. Analysis of Survival Data Accompanied by Intermediate Events that May be Right of Interval Censored
Advisor: R. Betensky
Rino Bellocco. Modification of HIV Back-Calculation Models
M. Patricia Bernardo. Designs for Studies with Failure
Time Random Variables
Matteo Bottai. Asymptotic Inference in One-Dimensional Parametric
Models When the Fisher Information Is Zero
Jason Fine. Analysis of Competing Risks Data with Non-Proportional Hazards Models
Mary Morrissey. Misclassification, Nonignorable Nonresponse, and Mismeasurement
Mary Putt. Aspects of the Analysis of Crossover Trials
Meredith Regan. Models for Clustered and Discrete Outcomes in Developmental Toxicology
Xiaolin Wang. Contributions to Statistical Genetics
and Survival Analysis
Zhenyu Wang. Nonparametric Estimating Equations for Longitudinal Data
Janice Weinberg. Two Sample Linear Rank and Permutation Tests Under General Alternatives, with Application to Summary Measures
Beow Yeap. Robust Interference in Hierarchical Non-linear Models
Mary Elizabeth Blackwell. Random Effects Latent Variable Models for Multivariate Ordinal Bioassays
Tianxi Cai. Analysis of Correlated Failure Time Data
Debbie Mein-Pay Cheng. Analysis of Data From Eradication Studies of Chronic Viral Infections
Christopher David Corcoran. Computational Methods for Exact Inference with Correlated and Uncorrelated Binary Data
Amy Helen Herring. Missing Covariates in Survival Analysis
Nicholas Horton. Use of Multiple Informant Data as a Predictor in Psychiatric Epidemiology
Cheryl Lynnette Jones. Model Checking and Analysis Strategies for Correlated Survival Data
Helen Parise. Semiparametric Smoothing Methods for the Analysis of Animal Carcinogenicity Experiments
Peter John Slasor. Joint Models for Survival and Repeated Measures Data
Anthony Paul Fitzgerald. Modeling Response to Anti-Viral Treatment Using Non-Linear Mixed Effects Models
Aaron Moree Foster. Auxiliary Information for Strengthening Predictions and Nonparametric Transformation Estimation
Andrea Goldin Foulkes. Prediction Based Classification: Characterizing the Relationship between HIV-1 Genotype and Response to Treatment
Jonathan Lloyd French. Analysis of Environmental Health Data with Missing Values
Stefan Horvath. Dealing with Missing Data in Family-Based Allelic Association Studies
Anna T. R. Legedza. Bayesian Approaches to the Design of Phase I Clinical Trials
David Michael Shera. Bayesian Factor Analysis
Scarlett LaShaunta Bellamy. Clustered Data Methods with Applications to Community-Based Research
Jolene Marie Birmingham. Methods for Analysing Longitudinal and Clustered Binary Responses
Erin Elizabeth Kammann. Geoadditive and Robust Mixed Models
Knashawn Hodge Morales. Statistical Methods for Risk Assessment Based on Epidemiological Data
Rajalakshmi Balasubramanian. Estimation of a Failure Time Distribution Based on Imperfect Diagnostic Tests, with Application to HIV Vertical Transmission Studies
Elizabeth Renata Brown. Bayesian Methods for Jointly Modeling Longitudinal and Survival Data
Karen Eckstein Han. Exact Analysis of Multiple Binary Outcomes with Application to Neurotoxicity
Bhaswati Ganguli. Feature Significance and Geo-Additive Models
Jie (Jenny) Huang. Regression with High Dimensional Covariates on Censored Data Analysis
Stephen Lister Lake. The Genetic Dissection of Complex Traits: Tests of Genetic Association and Gene-Environment Interaction
Patricia Lynette Stephenson. Noncompliance in Randomized Clinical Trials and the Potential Benefit of Early Detection of Ovarian Cancer
Maxwell Su. Methods for the Analysis of Quality-of-Life Outcomes in Clinical Trials
Mahlet Getachew Tadesse. Bayesian Models for Gene Expression Analysis
Lu Tian. Statistical Model for Nonconstant Covariate Effect
Theodore (Hatch) Whitfield. Nonparametric Species Richness Estimators for Populations with Extreme Heterogeneity Among Capture Probabilities
Zi-Fan Yu. Regression Techniques for Quantitative Risk Assessment of Continuous Outcomes in Toxicology
Cassandra Arroyo. High Dimensional Data Analysis With Applications To Diabetes Prevention and Physical Activity Data
Meredith Anne Goldwasser. Semi-Parametric Methods for Heteroscedastic Quantile Regression with Application to HIV Research
Eugene Andres Houseman. Distribution Diagnostics for Time Series and Clustered Outcomes with Applications to Environmental Data
Minhee Kang. Discrete-State, Continuous-Time Stochastic Processes with Applications to HPV
Liam Morgan O'Brien. Methods for the Analysis Longitudinal Multiple Source Data and Multiple Predictor Data
Nusrat Sultana Retina Rabbee. Power Studies: I. Power and Sample Size for Ordered Categorical Data; II. Power Calculations for Familial Aggregation Studies; III. Power Calculations for Selective Genotyping in QTL Mapping in Backcrosses
Kevin Don Roberts. Latent Predictor Models With Applications to Asthma
Amy Lynn Stubbendick. Likelihood-based Inference for Longitudinal Models with Nonignorable Missing Response and Covariate Data
Chien-Cheng (George) Tseng. Low-level Analysis, Supervised and Unsupervised Machine Learning, and Related Issues in Microarray Analysis
Jared Caleb Christensen. Likelihood Methods for Clustered Discrete and Continuous Outcomes in Developmental Toxicology
Beiying Ding. Analysis of High Dimensional Data: Classification, Measurement Error Model and Graph Based Association Measures, with Application to Microarray Data
Xuemin Fang. Probe-Level Microarray Analyses: A Random Effect Model To Estimate Cross-Hybridization In Expression Index Computation
Emily Clare Martin. Survival Analysis Under Dependent Truncation of Failure Time
Lisa Carol Miller. Statistical Issues In The Evaluation Of Tests For Diagnosing Disease And Monitoring Disease Progression
Yuhyun Park. Semiparametric Statistical Inference in Survival Analysis
Denise Marie Scholtens. Studies in Multidimensional Data: Estimation of the Bivariate Survival Curve, Analysis of Factorial Designed Microarray Experiments, Identification of Protein Complex Membership
Carrie Greene Wager. Mixed-Model Smoothing for Replicated Spatial Point Patterns in Brain Microscopy
Kenneth Joseph Wilkins. Marginally-Specified Conditional Models for Longitudinal Outcomes with Possibly Non-Ignorable Non-Response
Yihua Zhao. General Design Bayesian Generalized Linear Mixed Models
with Applications to Spatial Statistics
Andrea Jean Cook. Detecting Spatial Clustering for Discrete, Censored, or Longitudinal Outcomes
Dionne Alicbusan Graham. Statistical Methods for the Analysis of HIV Drug-Resistance Data
Jaroslaw Harezlak. Using Functional Regression Models to Analyze Longitudinal Data
Yannis Jemiai. Semiparametric Methods for Inferring Treatment Effects on Outcomes Defined Only If a Post-Randomization Event Occurs
Ming-Chih Kao. Computational and Statistical Approaches to the Study of the Genetic Bases of Human Diseases
Ryung Suk Kim. Microarray Analysis: Choice of Metric, New Clustering Algorithm and Identification of Transcription Factors
Larry Frank Leon. Robust Inference and Model Checking Techniques for Censored Linear Regression Models
Ming Lin. Statistical Methods in SNP-Array-Based Loss-of-Heterozygosity Studies
Heather Jeanne Litman. Estimation of Marginal Regression Models with Multiple Source Predictors
David Michael Loecke. Mixed Effects Mean Score Method, Optimal Design for Two-Stage Longitudinal Studies in a GEE Framework, and Addition of Covariates to a Markov Model Approach for Characterizing Progression of HIV Genetic Mutations
Abigail Goren Matthews. Analysis of Family Studies of Disease
Ping Kathryn Ruan. Methodology for Failure Time Data With Missing Cause of Failure or Dependent Censoring
Maria D. Shubina. On Maximum Attainable Correlation for the Sarmanov Family of Bivariate Distributions, Bayesian Analysis for Markers and Degradation, and Threshold Models with Markers Measured Before Observed Event Times
Suzanne Eleanor Szwarc. Statistical Models for Fertility-Related Issues in Adjuvant Treatment for Breast Cancer
Bin Zhang. Statistical Methods with Unrecognized Heterogeneity in Survival Data Analysis, Identifying Family Relationships in Genetic Studies, and Response-Related Incomplete Data
Lu (Summer) Zheng. Contributions To Analysis Of Randomized Multi-Center Clinical Trials: The Role Of Conditioning
Sheng (Richard) Zhong. Computational and Statistical Approaches to
Study Gene Regulation and Gene Function
Amy Marie Carey. Dose Response Models for Mixed Dependent Outcomes in Developmental Toxicity
Melody Serene Goodman. Statistical Methods for Community-Based Cancer Interventions and Health Disparities Research
Beth Ann Griffin. Inference for Failure Time Data Subject to Interrupted Hazards to Interval Censoring
Alexandros Gryparis. Bayesian Semiparametric Regression Methods With Application to Environmental Epidemiology
Yu Guo. Statistical Issues in Microarray Data Analysis, Array-to-Array Normalization, Empirical Bayes Batch Effect Adjustment, and Pearson's Correlation Coefficient in the Context of Replicated Experiments
Amy Jo Murphy. Novel Methodologies for Genetic Association Testing
Julie Sanae Najita. Statistical Issues in the Design and Analysis of Developmental Toxicity Studies
Margaret Claire Nikolov. Statistical Methods for Assessing Source-Specific Health Effects of Air Pollution
Cyril Slavchov Rakovski. Contributions to Family-Based Association Tests in Candidate Genes
Mikhail Peter Salganik. Biomedical Applications of Smoothing and Feature Significance
Brisa Ney Sanchez Loya. Structural Equation Models: Fitting, Diagnostics, and Applications to Environmental Epidemiology
Jennifer Anne Schumi. Resampling-Based Methods for Multiple Hypothesis Testing
Chang-Heok Soh. Bias-Reduction in Variable Selection and the Analysis of Competing Risks with Missing Covariate Values with Right-Censored Data
Eric Joel Tchetgen Tchetgen. Statistical Methods for Robust Inference in Causal and Missing Data Models
Tyler John VanderWeele. Contributions to the Theory of Causal Directed Acycle Graphs
Elizabeth Ann Whalen. Creating Linked, Interactive Views of Multivariate Data
Laura Forsberg White. Statistical Methods for the Detection and Quantification of Infectious Disease Epidemics
Stacia Marie DeSantis. Supervised and Unsupervised Latent Class Models for High-Dimensional Data
David Andrew Engler. Novel Statistical Modeling and Selection Methodologies for High Dimensional Genomic Data
Brian Curran Healy. Combining Retrospective and Prosepective Data in Characterizing Accumulation of Antiviral Drug Resistance Mutations
Lingling Li. Robust Inference Using Higher Order Influence Functions
Samuel Alexander McDaniel. The Analyses of Array CGH Data and Current Status Data
Liliana del Carmen Orellana. Methodological Challenges for the Estimation of Optimal Dynamic Treatment Regimes from Observational Studies
Caitlin Thomas Ravichandran. Joint Modeling of Longitudinal and State-Change Processes
Ronnie Alex Sebro. Assessing the Impact of Population Stratification on Both Genomewide Case-Control Association Studies and on Family-Based Studies
James E. Signorovitch. Identifying Informative Biological Markers in High-Dimensional Genomic Data and Clinical Trials
Armando Rogério Teixeira-Pinto. Multivariate Analysis of Non-commensurate Outcomes
Peng Zhang. Analyses of Periodic Observations and Time Series Data with Applications to HIV Prevention and State-Space Models
Martin Joseph Ankrah Aryee. Leveraging Hidden Correlations in High-Dimensional
Xavier Basagana. Design of Observational Longitudinal Studies
Xiao Ding. Family-Based Association Tests with Longitudinal Measurements
David William Fardo. Statistical Issues in Genome-wide Association Studies
Bethany Lynn Hedt. Novel Methods for Efficient Surveillance and Monitoring
Patrick Michael Loerch. Using Mixed Effects Models to Integrate High-Dimensional, Genomic Data and an Array-Based Analysis of the Evolution of Brain Aging
Jessica Cara Mar. Stochastics and Networks in Genomic Data
Melissa Graham Naylor. Novel Multivariate and Bayesian Approaches to Genetic Association Testing and Integrated Genomics
Lixia Pei. Design and Analysis of Quantile Equivalence Bridging Trials
Roman J. Torgovitsky. Resampling Methods for High-Dimensional Data and Nonparametric Regression with Applications to Brain Imaging, Bioinformatics, and Sleep / Circadian Medicine
Lu Wang. Nonparametric and Semiparametric Regression with Missing Data
Rui Wang. Nonparametric Methods for Inference After Variable Selection, Comparisons of Survival Distributions, and Random Effects Meta-Analysis, and Reporting of Subgroup Analyses
Jing (Jenny) Zhang. Novel Methodologies for the Analysis of Complex Failure Time Data and Alternative Progression-Free Survival Estimators
Thomas John Hoffmann. Contributions to Multivariate Association Models for Nuclear Families
Justin Daniel Manjourides. Distance Based Methods for Space Time Modelling of the Health of Populations
Megan Kay Diane Othus. Survival Analysis with Complex Censoring Mechanisms with Applications in Population-based Studies and Clinical Trials
Michael Chiao-An Wu. Statistical Methods for High-Dimensional Genomic
Matthew David Austin. Statistical Methodology for Failure Time Data in the Presence of Truncation
Rajeev Ayyagari. Applications of Influence Functions to Semiparametric Regression Models
Keith Alexander Betts. Robust Methodology for Predicting and Evaluating Prognosis in Right Censored Time to Event Data
Lee Herbrandson Dicker. Regularized Regression Methods for Variable Selection and Estimation
Caroline Marie Jeffery. Disease Mapping and Statistical Issues in Public Health Surveillance
Sharon Marie Lutz. Modern Approaches in Association Mapping
Casey Stevens Olives. Improving LQAS for Monitoring and Evaluation of Health Programs in Resource Poor Settings
Loni Patrice Philip. Multilevel Models for Zero-Inflated Count Data in Environmental Health and Health Disparities Research
Melissa Jean Whitney. Accounting for Uncertainty
in Environmental Health Risk Assessment
Rain Cui. Variable Selection Methods for Longitudinal Data
Gourab De. Contributions to Analysis of Family-Based Designs for Gene-Environment Interaction and Rare Variants
Mariel McKenzie Finucane. Bayesian Methods for Global Health Monitoring
Alane Emiko Izu. Bayesian Methods for Modeling Branching Tree Processes with Application to Drug Resistant Tuberculosis
Quanhong Lei. Improved Double-Robust Estimation of Missing Data and Causal Inference Models and Efficient Estimation of the Average Treatment Effect on the Treated
Farzad Dargahi Noubary. Statistical Methods for Evaluating Novel CD4 Enumeration Technologies
Elizabeth Leigh Ogburn. Causal Methods for Instrumental Variables and Misclassification
Peter J Lipman. Novel Methodologies in Statistical Genetics for the Discovery of Causal Variants
Miguel Marino. Statistical Issues in Large-Scale Community-Based Studies
Shannon Rose Nelson Stock. Exploratory Methods for Longitudinal Data Measured with Error
Kaustubh Adhikari. Statistical Methodology for Sequence Analysis
Brian Lee Claggett. Statistical Methods for Clinical Trials with Multiple Outcomes, HIV Surveillance, and Nonparametric Meta-Analysis
Ravi Goyal. Estimating Network Features and Associated Measures of Uncertainty and Their Incorporation in Network Generation and Analysis
Jessica Lynn Larson. Hidden Markov Models Predict Epigenetic Chromatin Domains
Shuli Li. Estimating and Testing Treatment Effects and Covariate by Treatment Interaction Effects in Randomized Clinical Trials with All-or-Nothing Compliance
Roland Albert Matsouaka. Contributions to Imputation Methods Based on Ranks and to Treatment Selection Methods in Personalized Medicine
Jessica Nicole Minnier. Inference and Prediction for High Dimensional Data via Penalized Regression and Kernel Machine Methods
Layla Mosama Parast. Landmark Prediction of Survival
Jennifer Anne Sinnott. Kernel Machine Methods for Risk Prediction with High Dimensional Data
Anna Catherine Snavely. Multivariate Data Analysis with Applications to Cancer
Tamar Sofer. Statistical Methods for High Dimensional Data in Environmental Genomics
Alisa Jane Stephens. Enhancing Statistician Power: Flexible Covariate-adjusted Semiparametric Inference for Randomized Studies with Multivariate Outcomes
Alfa Ibrahim Mouke Yansane. Statistical Methods for Panel Studies with Applications in Environmental Epidemiology
Richard Aubrey White. Novel Statistical Methods Applied in Clinical Trials and Gut Microbiota
Sihai Dave Zhao. Survival Analysis with High-Dimensional Covariates with Applications to Cancer Genomics
Stacey Elizabeth Alexeeff. Measurement Error in Environmental Exposures: Statistical Implications for Spatial Air Pollution Models and Gene Environment Interaction Tests
Matthew Steven Cefalu. Statistical Methods for Effect Estimation in Biomedical Research: Robustness and Efficiency
Andrew William Correia. Estimating the Health Effects of Environmental Exposures: Statistical Methods for the Analysis of Spatio-temporal Data
Frederick Prichard Cudhea. A Novel Method for Modeling Hierarchical Developmental Toxicity Data and Calculating Joint Risk BMDs Based on the Plackett-Dale Distribution
Wei Dai. Robust Approaches to Marker Identification and Evaluation for Risk Assessment
Norman Jason Huang. Graph-based Support Vector Machines for Patient Response Prediction Using Pathway and Gene Expression Data
Dandi Qiao. Statistical Approaches for Next-Generation Sequencing Data
Alejandro Quiroz Zarate. Deciphering the Biological Mechanisms Driving the Phenotype of Interest
Linda Valeri. Statistical Methods for Causal Mediation Analysis
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