Lindsay R Berry
Biographic Data
| ID | 8920715 |
|---|---|
| NAME | Lindsay R Berry |
| GIVEN NAMES | Lindsay R |
| FAMILY NAME | Berry |
| SIGNATURE | BERRY L R |
| AFFILIATIONS | Berry Consultants LLC, 3345 Bee Caves Road, Suite 201, Austin, TX 78746 () |
| ORCID | 0009-0003-4782-2570 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2020 |
| H-INDEX | 0 |
Bayesian Forecasting of Many Count-Valued Time Series
This paper develops forecasting methodology and application of new classes of dynamic models for time series of non-negative counts. Novel univariate models synthesise dynamic generalized linear models for binary and conditionally Poisson time series, with dynamic random effects for over-dispersion. These models allow use of dynamic covariates in both binary and non-zero count components. Sequential Bayesian analysis allows fast, parallel analysi…
No prominent works on this page.
Bayesian Forecasting of Many Count-Valued Time Series
This paper develops forecasting methodology and application of new classes of dynamic models for time series of non-negative counts. Novel univariate models synthesise dynamic generalized linear models for binary and conditionally Poisson time series, with dynamic random effects for over-dispersion. These models allow use of dynamic covariates in both binary and non-zero count components. Sequential Bayesian analysis allows fast, parallel analysi…
Advanced Statistical Methods and Models (1 work) · Artificial Intelligence (1 work) · Bayesian probability (1 work) · Computer Science (1 work) · Count data (1 work) · Data mining (1 work) · Econometrics (1 work) · Forecasting Techniques and Applications (1 work) · Machine learning (1 work) · Mathematics (1 work)