Copula-embedded hidden Markov model

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

Covariate

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

Cox process model

Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Rode, Gayatri and Onof, Christian (2022) A Cox process with State-Dependent exponential pulses to model rainfall. Water Resources Management, 36:378. pp. 297-313. ISSN 0920-4741 (Print), 1573-1650 (Online) (doi:10.1007/s11269-021-03028-6)

dependence

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

doubly stochastic

Ramesh, Nadarajah I. ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Xie, Dichao (2011) Doubly stochastic Poisson process models for precipitation at fine time-scales. Advances in Water Resources, 45. pp. 58-64. ISSN 0309-1708 (doi:10.1016/j.advwatres.2011.09.017)

exponential pulse

Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Rode, Gayatri and Onof, Christian (2022) A Cox process with State-Dependent exponential pulses to model rainfall. Water Resources Management, 36:378. pp. 297-313. ISSN 0920-4741 (Print), 1573-1650 (Online) (doi:10.1007/s11269-021-03028-6)

fine-time scale

Ramesh, Nadarajah I. ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Xie, Dichao (2011) Doubly stochastic Poisson process models for precipitation at fine time-scales. Advances in Water Resources, 45. pp. 58-64. ISSN 0309-1708 (doi:10.1016/j.advwatres.2011.09.017)

Markov process

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

multivariate analysis

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

multivariate precipitation modelling

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

precipitation

Ramesh, Nadarajah I. ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Xie, Dichao (2011) Doubly stochastic Poisson process models for precipitation at fine time-scales. Advances in Water Resources, 45. pp. 58-64. ISSN 0309-1708 (doi:10.1016/j.advwatres.2011.09.017)

rainfall

Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Rode, Gayatri and Onof, Christian (2022) A Cox process with State-Dependent exponential pulses to model rainfall. Water Resources Management, 36:378. pp. 297-313. ISSN 0920-4741 (Print), 1573-1650 (Online) (doi:10.1007/s11269-021-03028-6)

rainfall intensity

Ramesh, Nadarajah I. ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Xie, Dichao (2011) Doubly stochastic Poisson process models for precipitation at fine time-scales. Advances in Water Resources, 45. pp. 58-64. ISSN 0309-1708 (doi:10.1016/j.advwatres.2011.09.017)

second-order properties

Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Rode, Gayatri and Onof, Christian (2022) A Cox process with State-Dependent exponential pulses to model rainfall. Water Resources Management, 36:378. pp. 297-313. ISSN 0920-4741 (Print), 1573-1650 (Online) (doi:10.1007/s11269-021-03028-6)

stochastic analysis

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

stochastic modelling

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

stochastic modelling in statistics

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

stochastic processes

Chida, Tapiwa Edward, Ramesh, Nadarajah ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Yip, Iris (2025) Spatial and temporal dependence framework in multi-site precipitation modelling. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:10.1007/s00477-025-03037-6)

tip-times

Ramesh, Nadarajah I. ORCID: https://orcid.org/0000-0001-6373-2557, Onof, Christian and Xie, Dichao (2011) Doubly stochastic Poisson process models for precipitation at fine time-scales. Advances in Water Resources, 45. pp. 58-64. ISSN 0309-1708 (doi:10.1016/j.advwatres.2011.09.017)