Theory and methods includes research in areas such as sequential analysis, predictive statistics, Bayes theory, and group testing.
UNL faculty involved in theory and methods:
- Christopher Bilder: categorical data analysis, group testing, computational statistics
- Erin Blankenship: nonlinear models
- Sanjay Chaudhuri: empirical likelihood-based methods, Bayesian empirical likelihood, constrained models, order restricted models, graphical Markov models
- Bertrand Clarke: prediction, Bayesian statistics, asymptotics, data mining and machine learning
- Jennifer Clarke: computational statistics, non-linear regression, classification
- Kent Eskridge: design of experiments, multivariate analysis
- Xueheng Shi: time series analysis, signal processing, changepoint analysis