A flexible multivariate model for high-dimensional correlated count data
Abstract We propose a flexible multivariate stochastic model for over-dispersed count data. Our methodology is built upon mixed Poisson random vectors (Y 1,…,Y d ), where the {Y i } are conditionally independent Poisson random variables. The stochastic rates of the {Y i } are multivariate distributi...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2021-03-01
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| Series: | Journal of Statistical Distributions and Applications |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s40488-021-00119-y |