Department of Biostatistics faculty, staff and their research interest:
Non-/semi-parametric statistical modeling and data analysis on large-scale human genetics & epigenetics, as well as intelligent tutoring/learning data and consulting for statistical planning/design, power calculation, and data analysis... |
Asymptotic theory and mixture modeling, Development of novel statistical methods for big data and high dimensional data, multiple comparison adjustment, Genome Wide Association Study (GWAS)... |
High dimensional, nonparametric and shape constrained statistical inference, machine learning and multiple testing... |
Developing novel statistical methodologies for real clinical data including kidney disease and transplantation, Functional data analysis, Longitudinal and Survival analysis, Joint modeling, Clinical trial and Biomarker, Cost-effective analysis and decision tree, and Statistics genetics... |
Bayesian statistical methodology, Bayesian computation, Network meta analysis, Latent class modeling, High-dimensional data, Longitudinal data, and Survival data analysis.... |
Statistical models in survival analysis, cancer epidemiology, carcinogenesis, cancer genetics, hereditary cancer, health disparities; quantitative modeling of bone biology and osteoporosis... |
Developing and applying statistics to address theoretical and computational issues, motivated by many real-world applications in diverse scientific fields. Specifically, Bayesian statistics, heterogeneity analysis, mixture models, statistical computing, and high-dimensional data, and statistical applications to cancer data. |
I provide consultation, data analysis, and manuscript preparation specifically in the departments of Infectious Disease, Orthopedic Surgery, Anesthesiology, Internal Medicine and in Allied Health, Medical Nutrition Education... |
Clinical Trials, Small-area Estimation, Survey Methodology... |
Statistical shape analysis using landmark data and in particular, methods for face recognition applications... |
My current research is focused on spatial prediction of disease incidence and mortality. I am also interested in biomarker development in cancer, clinical trial design, and high dimensional data analysis... |
My current research is focused on detecting changes in closed networks using meta data. I am also interested in model misspecification in the presence of zero inflated counts, experimental design... |
High dimensional data, gene expression, genes and environment, Missing data, Bayesian statistical methodology and computation... |
Dr. Zhang conducts statistical methodology research in broad areas including non-/semi-parametric statistical inference, non-/semi-parametric models for panel count and interval-censored data analysis, causal inference, clinical and pragmatic trial design, statistical computing, and machine learning... |
Dr. Zheng's research is focused on Causal inference, Mediation Analysis, Measurement error modeling, Biomarker evaluation, Longitudinal and Survival data, High dimensional and Big data. |
Affiliated Faculty:
Adjunct Faculty
Courtesy Faculty
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Biostatisticians
Specialized statistical applications include the graphical representation of data, repeated measures, Linear and Non-Linear Models... |
Design and analysis of randomized clinical trials, analysis of multilevel data, and latent growth curve modeling... |
I am interested in electronic health records, survey design and analysis, big data mining and analysis, large national health data, network analysis... |
I am interested in the design and analysis of biological experiments, especially microarray experiments... |
I am interested in working on quality improvement and clinical research projects, which I do often through the Graduate Medical Education Research Collaborative...
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I am interested in survey design and implementation, in particular, causes of and methods for dealing with survey nonresponse... |
I am interested in the analysis of data involving curriculum, education, and clinical data |
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CCORDA (Center for Collaboration on Research Design and Analysis)
High dimensional data, gene expression, genes and environment, Missing data, Bayesian statistical methodology and computation... |
Elizabeth Lyden, MS - Associate Director, Center for Collaboration on Research Design and Analysis, Instructor I provide consultation, data analysis, and manuscript preparation specifically in the departments of Infectious Disease, Orthopedic Surgery, Anesthesiology, Internal Medicine and in Allied Health, Medical Nutrition Education... |
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Staff
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Contact:
UNMC College of Public Health
984375 Nebraska Medical Center
Omaha, NE 68198-4375
Mary Morris, Department Assistant |