Computational statistics includes research in areas such as temporal data analysis and decisions, image processing and analysis, artificial intelligence and deep learning, and visualization.
UNL faculty involved in computational statistics:
- Christopher Bilder: R software, computational statistics
- Sanjay Chaudhuri: Bayesian computation, numerical optimization, machine learning, computation for high-dimensional data
- Bertrand Clarke: data mining and machine learning, statistical techniques for complex or high-dimensional data
- Jennifer Clarke: statistical computation, bioinformatics/computational biology, multi-type data analysis, data mining/machine learning
- Souparno Ghosh: bioinfomatics and developing inferential methods for machine learning models
- Xueheng Shi: statistical computing, high-dimensional statistics, machine learning
- Susan VanderPlas: statistical graphics, computer vision, human perception, machine learning, and statistical computing