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1947-2023 |
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1947, 1957, 1959, 1961, 1962, 1965, 1966, 1967, 1970, 1971, 1972, 1973, 1974, 1975, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023 Harvard affiliates with an ID number and PIN can get free download of dissertations, both Harvard and other, on the Digital Access to Scholarship at Harvard site via DASH. Click on “By Collections” in the left hand menu under Statistics, and select “FAS Theses and Dissertations” in the list. Choose the option “This Collection” under the Search box, and type in the name of the person or title of dissertation you are looking for in the collection. 1947Jane Worcester. The Epidemiology of Streptococcal and Non-Streptococcal Respiratory Disease. 1957Anthony Bartholemay. Stochastic Apporoach to Chemical Reaction Kinetics. 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. 1966Louis M.F. Masse. Seasonal Changes in Health Statistics in Some West African Urban Communities. 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. 1970Joseph K. Wagoner. Radiation Therapy for Gynecological Disorders and Subsequent Leukemia, Uterine Sarcoma, and Other Malignancies. Margaret B. Hoff. Matching Criterion for Continuous Bivariate Distributions. 1971Phyllis B. Michelsen. Characteristics of an Actuarial Estimator of a T-Year Survival Risk. 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 2×2 Tables. Alexander J. McLean. The Epidemiology of Pedestrian Highway Injury. Kenneth Rothman. Epidemiology of Trigeminal Neuralgia. 1973Paula Helene Kanarek. Assessing Survival in a Diabetic Population. 1974Stuart C. Hartz. An Evaluation of Bias in a Logistic Odds Ratio Function. 1975Ralph L. Kent, Jr. Principal Components Analysis of Longitudinal Growth Data. 1977Raymond K. Neff. Control of Confounding in Odds Ratio Estimation. Jamie Pearl Eng. The Effect of Changes in Mortality Over Time on Several Demographic Measures. 1978Mary Anne Maher Matthews. A Statistical Pattern Recognition Problem: The Classification of Serum Alpha1-Antitrypsin. 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. 1980Catherine Berkey. Three Longitudinal Growth Models for Preschool Children: Comparison and Application. Gordon Flowerdew. Methodology for the Analysis of Survival Data. 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. Harmon Jordan. Diffusion of Innovations in Burn Care. Martin Larson. Statistical Methods for Discrete State Stochastic Processes. 1982Nancy R. Cook. A General Linear Model Approach to Longitudinal Data Analysis. Ellen Eisen. A Longitudinal Study of Pulmonary Function Among Vermont Granite Workers. Robert Stiratelli. Random Effects Models for Serial Dichotomous Outcomes. 1983Rebecca Dersimonian. Combining Evidence from Different Sources. Robert Parker. A Bayesian Approach to the Design and Analysis of Case Control Studies. 1984William 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 Poisson Distribution. 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. Karim Hirji. Exact Logistic Regression. Leslie Kalish. Efficient Design of Clinical Trials and Observational Epidemiologic Studies. 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. Tor Tosteson. Surrogate Variables in Nonlinear Regression: Methods for Design and Analysis. 1988Linda Archer. The Impact of Tumor Lethality on Statistical Tests for Carcinogenicity. Jesse Berlin. Publication Bias: A Problem in Interpreting Medical Data. Roger Davis. Exponential Survival Trees. 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. Kay M. Larholt. Statistical Methods and Heterogeneity in Meta-Analysis. Donna Spiegelman. 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 Models. 1990Marc Buyse. Issues of Efficiency in Cancer Clinical Trials. 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. 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. Kimberlee Gauvreau. Multivariate Logistic Regression and Observational Studies. 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 Problem. 1993Julia Bienias. Design and Analysis of Time-to-Pregnancy Studies. 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. Garrett Fitzmaurice. A Likelihood-Based Method for Analysing Longitudinal Binary Responses. 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. 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 Covariates. 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. Michael Joseph Daniels. Hierarchical Regression Models with Applications. 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. Hélène Boucher. Design and Analysis of Group Sequential Clinical Trials with Survival Data. Li Chen. Statistical Methods for the Analysis of Correlated Observations. Ori Davidov. Contributions to Statistical Methodology in Cancer Research. Michael Reid Elashoff. Individualized Treatment for HIV/AIDS. Karen Higgins. Statistical Methods for Nonlinear Models with Measurement Error with Application to Pharmacokinetics and Calibration in Immunoassay. 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 and Analysis. Kenneth Kleinman. Applications of Markov Chain Monte Carlo to Longitudinal Repeated Measures: Missing Data and Semi-Parametric Effects Models. 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. 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 Data. Julie Alpher Scharfstein. Cost-Effectiveness Analysis and AIDS: Methods and Application. Qian Li. Marginal Methods for Analyzing Multivariate Survival Data. 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 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 1999Mary 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 2000Anthony 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 2001Scarlett 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 2002Rajalakshmi 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 2003Cassandra 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 2004Jared 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 2005Andrea 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 John Hugh Page. Doubly Robust Estimation: Structural Nested Cumulative Failure Time Models, Correction of the Diagnostic Likelihood Ratio for Verification Bias 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 2006Amy 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 Natasa Rajicic. Survival Analysis of Longitudinal Microarray Data 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 2007Stacia 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 William Evan Johnson. Statistical Models for Removing Microarray Batch Effects and Analyzing Genome Tiling Microarrays 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 2008Martin Joseph Ankrah Aryee. Leveraging Hidden Correlations in High-Dimensional Biological Data 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 Kaveh Maghsoudi. Transcript Mapping with Genome Tiling Microarrays 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 2009Thomas 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 Data 2010Matthew 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
2011Rain 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
2012Kaustubh 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 Jessie Jann Hsu. Outcome-Driven Clustering of Microarray Data Yen-Tsung Huang. Statistical Analysis of Genomic Data in Lung Cancer and Other Complex Diseases Lauren Brooke Hund. Survey Designs and Spatio-Temporal Methods for Disease Surveillance 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
2013Stacey 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 Brian Joseph Sharkey. Statistical Methods for the Assessment of Safety and Efficacy in HIV Clinical Trials David Michael Swanson. Hypothesis Testing in GWAS and Statistical Issues with Compensation in Clinical Trials Linda Valeri. Statistical Methods for Causal Mediation Analysis Krista Leigh Watts. Bayesian Methods and Computation for Large Observational Datasets
2014Denis Madison Agniel. Statistical Methods for Multivariate and Complex Phenotypes Ian James Barnett. SNP-set Tests for Sequencing and Genome-wide Association Studies Danielle Braun. Statistical Methods to Adjust for Measurement Error in Risk Prediction Models and Observational Studies Natalie Mae Exner. Surveillance Methods for Monitoring HIV Incidence and Drug Resistance Xinyi Lin. Statistical Methods for High-Dimensional Data in Genetic Epidemiology Mark John Meyer. Function-on-Function Regression with Public Health Applications Shira Arkin Mitchell. Capture-recapture Estimation for Conflict Data and Hierarchical Models for Program Impact Evaluation Rajarshi Mukherjee. Statistical Inference for High Dimensional Problems Kevin Andrew Rader. Methods for Analyzing Survival and Binary Data in Complex Surveys Jarupon Fah Sathirapongsasuti. Post-Genomic Approaches to Personalized Medicine: Applications in Exome Sequencing, Microbiome, and COPD Yifan Zhang. Bayesian Adaptive Clinical Trials
2015Emmanuel Dimont. Methods for the Analysis of Differential Composition of Gene Expression Tristan Jonathan Hayeck. Retrospective Mixed Model and Propensity Score Methods for Case Control Data Lauren Margaret Kunz. Statistical Methods for Comparative Effectiveness Research of Medical Devices Caleb Hilliard Miles. Semiparametric Methods for Causal Mediation Analysis and Measurement Error Matey Neykov Neykov. Three Aspects of Biostatistical Learning Theory Ritesh Ramchandani. Rank-Based Methods for Survival Data with Multiple Outcomes Yuanyuan Shen. Ordinal Outcome Prediction and Treatment Selection in Personalized Medicine Elizabeth Elaine Smoot. Methods for Effectively Combining Group- and Individual-Level Data Adam John Sullivan. Sensitivity Analysis for Linear Structural Equation Models, Longitudinal Mediation with Latent Growth Models and Blended Learning in Biostatistics Education Wai-Ki Yip. Statistical Methods for Analyzing DNA Methylation Data and Subpopulation Analysis of Continuous, Binary and Count Data for Clinical Trials Florence Hiu-Ling Yong. Quantitative Methods for Stratified Medicine Rui Zhao. Integrated Analysis of Longitudinal Tumor Burden Data
2016Joseph Lawrence Antonelli. Statistical Methods for Analyzing Complex Spatial and Missing Data Abhishek Chakrabortty. Robust Semi-Parametric Inference in Semi-Supervised Settings Yared Gurmu. Modeling and Estimation of Patterns of Relationship Formation and Dissolution Shelley Han Liu. Statistical Methods for Estimating the Effects of Multi-pollutant Exposures in Children’s Health Research Baoluo Sun. Semi-Parametric Methods for Missing Data and Causal Inference Patrick Christian Staples. On the Statistical Properties of Epidemics on Networks Godwin Yuen Han Yung. Statistical Methods for Analyzing Genetic Sequencing Association Studies
2017Sarah Chika Anoke. Practicable Characterization of Systematic Heterogeneity Richard Thomas Barfield. Statistical Methods for Analysis of Genetic and Genomic Data in Population Science Tianyi Cai. Statistical Methods for the Analysis of Observational Data with Multiple Correlated Outcomes Sixing Chen. Hypothesis Testing and Model Selection for Complex Data Ye Ting Du. Adjustment for Population Stratification in Sequencing Association Studies and Model Averaged Matching Estimator Katherine Louise Evans. Contributions to Semiparametric Methods for Incomplete Data Kevin Joseph Galinsky. Biological Insights from Population Differentiation Jessica Lynn Gronsbell. Robust and Efficient Machine Learning Methods for the Analysis of Electronic Medical Records Data Catherine Lee. Methods for the Analysis of Complex Time-to-Event Data Heather Mattie. On the Estimation and Prediction of Tie Strength in Social Networks Christina Magdaline McIntosh. An Analysis of Using Pedigrees in Family Based Studies and an Exploration of Cancer Risk and Cancer Resistance Using Twin Studies Sarah Bancroft Peskoe. Correcting for Biases Arising in Epidemiologic Research Boyu Ren. Bayesian Statistical Framework for High-Dimensional Count Data and Its Application in Microbiome Studies Daniel Schlauch. Methods for Estimating Hidden Structure and Network Transitions in Genomics Emma Holdrich Schwager. Statistical Methods for Sequence-based Microbial Community Assays Ryan Sun. Biological Insights from Population Differentiation
Yu Zheng. Efficient Assessment of Individualized Disease Risk and Treatment Response via Augmentation
2018Stephanie Fulane Chan. Risk Assessment with Imprecise EHR Data Tom Chen. Robust Methods for Estimating the Intraclass Correlation Coefficient and for Analyzing Recurrent Event Data David Cheng. Estimating Causal Effects in Pragmatic Settings with Imperfect Information Katharine Fischer Berry Correia. Statistical Methods for Assessing Complex Multi-Exposure Data in HIV and Genetic Epidemiology Kevin Cummiskey. Methods for Estimating the Health Effects of Exposure to Point Sources of Emissions Using Large-Scale and Diverse Data Sources Katrina Leigh Devick. Nonparametric Regression Methods for Causal Mediation Analysis Sheila Marie Gaynor. Statistical Methods for Integratively Characterizing Genetic and Genomic Data Matthew Orlando Goodman. Statistical Methods for Precise Phenotypes in Alzheimer’s Disease Research Yichen Guo. DNA Methylation and Human Diseases: Applied and Methodological Studies Ina Jazić. Design and Analysis of Nested Case-Control Studies in the Presence of a Terminal Event Fei Li. Statistical Methods for Evaluating the Relationships Among Social, Spatial and Genetic Networks Lin Liu. Contributions to Evolutionary Dynamics and Causal Inference Carla Marquez Luna. Leveraging Functional Annotations and Multiethnic Data to Improve Polygenic Risk Prediction Maya B. Mathur. Statistical Methods for Evidence Synthesis Georgia Papadogeorgou. Casual Inference Methods in Air Pollution Research Yered Hammurabi Pita Juarez. Three Aspects of Gene Expression: Pathway Coexpression, Cross-Species Analysis of RNA-seq Data, and Bias in Gene Coexpression Emily Marie Slade. Statistical Methods for Multi-omics Data Daphne Tsoucas. Computational Methods for the Analysis of Single-Cell Transcriptomic Data and their Applications to Cancer Yan Wang. Toward a Causal Health Effect of Fine Particulate Air Pollution Hong Wen Benedict Wong. Misclassification in the Partial Population Attributable Risk
2019Leah Andrews Comment. Bayesian Causal Inference with Intermediates Jeremy Lloyd Ferlic. Quantitative Approaches to Cancer and Cellular Differentiation Isabel Rose Fulcher. Statistical Inference for Causal Mechanisms: Mediation and Interference Theodore Huang. Statistical and Machine Learning Approaches for Family History Data Divy S. Kangeyan. Methods for Analyzing Sparse Genetic and Epigenetic Data: Single Cells to Population Levels Shirley Liao. Bayesian Causal Inference for Estimating Impacts of Air Pollution Exposure Jeremiah Zhe Liu. Practical Semiparametric Inference with Bayesian Nonparametric Ensembles Siyuan Ma. Statistical Methods for Population Structure Discovery in Meta-Analyzed ‘Omics Studies Thomas Corbin Madsen. Topics in Cancer Modeling: Evolution, Epidemiology, and Heterogeneity Zachary Ryan McCaw. Transformation and Multivariate Methods for Improving Power in Genome-Wide Association Studies Glen William McGee. Topics in Cluster-Correlated Data: Design, Informativeness, and Misclassification Abigail Grace Sloan. Statistical Methods for Pooled and Calibrated Biomarker Data Frederick Williams Townes V. Methods for Single Cell and Longevity Genomics Samuel Tracy. Contributions to Missing Data Methods in Genomics and Survival Analysis Kazuki Yoshida. Comparative Effectiveness / Safety Research with Multiple Treatment Groups Jaffer Zaidi. On the Identification of Individual Level Interactive, Direct, and Always-Survivor Causal Effects
2020Kaitlyn Ann Cook. Monitoring and Analysis of Cluster-Randomized Trials with Interval-Censored Endpoints Helian Feng. Integrative Statistical Methods for Multi-omics Data Zoe Guan. Statistical and Machine Learning Methods for Clinical Risk Prediction Margaux Louise Anna Hujoel. Statistical Inferences About the Genetic Architecture of Disease Lee Kennedy-Shaffer. Statistical Methods for the Design and Analysis of Infectious Disease Studies Thomas M. Kolokotrones. Topics in Causal Inference Alex Ocampo. Breaking the MAR Paradigm: Estimation, Bounding, and Sensitivity When Data are Missing Not at Random Matthew Scott Ploenzke. Interpretable Machine Learning Methods with Applications in Genomics Dustin John Rabideau. Robust Statistical Methods for Cluster Randomized Trials Tanayott Thaweethai. Statistical Methods for Missing Data in Electronic Health Records-based Research Emma Grace Thomas. Bayesian Methods for Multi-outcome Analysis and a Study of Gender Bias in Medical Articles Michele Sasha Zemplenyi. Functional Data Methods for Environmental Epidemiology and Bayesian Experimental Design for Inferring Causal Structure
2021Yuri Vital Ahuja. Risk Prediction and Calibration with Weak Supervision using the Electronic Health Record Irina Degtiar. Generalizability Methods for Estimating Causal Population Effects Eric Arthur Dunipace. Optimal Transport Methods for Causal Inference, Multisample Testing, and Model Interpretation Linda Jane Harrison. Methods for the Design of Cluster Randomized Trials Jonathan Lee Logue Larson. Statistical Methods for Network Data Xihao Li. Modern Statistical Methods for Genetics and Genomic Studies Gang Liu. Unsupervised Learning Methods in Digital Phenotyping Kamrine Elisa Poels. Modeling Cancer Evolution and Optimization of Drug Dosing Schedules Sarah M. Sauer. Cluster-Based Outcome-Dependent Sampling: Inference and Frameworks for Efficient Sampling Designs Aarón Michael Sonabend. Off Policy Reinforcement Learning for Real World Settings Yue Song. Methods for Meta-Analysis and for Modeling HIV Viral Rebound Shayna Renee Stein. Mathematical Modeling of Tumor Evolution and Response to Therapy Xiao Wu. Causal Inference with Complex Exposures in Observational Studies
2022Rolando J. Acosta Nuñez. Statistical Methods for Mortality and Mobility Estimation after Natural Disasters Linglin Huang. Methods and Applications of Differential Expression Analysis in Single-cell RNA-sequencing Data Jenny Jyoung Lee. Statistical and Causal Inference Methods for High-Dimensional and Multi-Level Data in Environmental Health for Vulnerable Populations Alexander Levis. Robust Methods for Causal Inference and Missing Data in Electronic Health Record-Based Comparative Effectiveness Research Molei Liu. Federated and Transfer Learning with Multi-site Electronic Health Record Data Gabriel Loewinger. Statistical Learning Methods for Multi-Dataset Prediction Isabelle-Emmanuella Nogues. Novel Analytic Methods for Electronic Health Record and Clinical Trial Data Matthew Quinn. Statistical Methods for Mobile Health and Genomics Data Maya Ramchandran. Tree-Based Ensembling Strategies for Handling Heterogeneous Data Harrison T. Reeder. Method for Flexible Survival Analysis and Prediction of Semi-Competing Risks Andy Shi. Methods for Multiple Phenotype – Multiple Genotype Testing and for COVID-19 Spread Modeling Cathy Wang. Statistical and Machine Learning Methods for Multi-Study Prediction and Causal Inference
2023Jemar Ryan Bather. Contributions to Design and Analysis of Pediatric HIV Studies Beau Jonathan Coker. Misspecification, Nonstationarity, and Approximate Inference in Gaussian Processes and Bayesian Neural Networks Wenying Deng. A Gaussian-process Framework for Nonlinear S inference Using Modern Machine Learning Models Patrick Ugochukwu Emedom-Nnamdi. Interpretable Statistical Learning for Real-World Behavioral Data Isabella Grabski. Probabilistic Approaches to Multi-study Genomic Matrix Decompositions and Single-cell RNA-sequencing Analysis Hali Lynn Hambridge. Methods for High-Fidelity Epidemic Simulations on Time-Varying Networks Larry Han. On Causal Inference in Real World Settings Nathan William Huey. On Inference in High-Dimensional Settings via De-sparsifying Techniques with Applications in Genomics Gopal Kamlesh Kotecha. Methods for the Design and Analysis of Clinical Trials: Uncertainty Directed Randomization and Data Synthesis Daniel Li. Methods for Complex Observational Study Data Lara Maleyeff. Assessing Treatment Effect Heterogeneity in Cluster Randomized Trials Shuting Shen. Large Scale Inference with Theoretical Guarantees under Various Distributed Settings Derek Richard Shyr. Statistical and Machine Learning Methods for Assessing Hardy-Weinberg Equilibrium in Large-Scale Multi-Ethnic Whole Genome Sequencing Studies Octavious Smiley. The Graphical Layout of a Network and Covariance Selection Luli S. Zou. Statistical and Computational Methods for Spatial and Regulatory Genomics
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