This Project Grant from the National Science Foundation's Mathematical and Physical Sciences program provides $180,000 to North Carolina State University from September 1, 2022 through August 31, 2025. The funding supports research to develop novel modeling and Bayesian analysis techniques for high-dimensional time series data. Specifically, the awardees will create a framework to represent multi-dimensional time series data as independent latent time series, allowing for more accurate prediction of future observations by incorporating information across different variables and time periods. The modeling approach aims to be widely applicable across fields involving large, evolving data sets through its simplicity and generality. The awardees also plan to disseminate their results through free software packages and support young researchers through graduate training opportunities.
Mod # | Description | Reason For Modification | Federal Obligation (Click to sort descending) | Date (Click to sort ascending) |
|---|---|---|---|---|
| Not listed | $180.0k | 7/27/22 |