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Modelling Crime Data Using the Non-Stationary Bivariate Integer-Valued Autoregressive (BINAR(1)) Models with Poisson-Lindley (PL) Innovations

This paper proposes a family of first order bivariate integer-valued autoregressive (BINAR(1)) with Poisson Lindley innovations (BINAR(1)PL). The model parameters are estimated using the conditional maximum likelihood (CML) estimation approach. The proposed models are applied on some real life crime...

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Wedi'i Gadw mewn:
Prif Awduron: Yuvraj Sunecher, Naushad Mamode Khan, Muhammed Rasheed Irshad, Hendrik Willem Pretorius
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2025-07-01
Cyfres:Computer Sciences & Mathematics Forum
Pynciau:
BINAR(1)
Poisson Lindley
CML
crime
Mynediad Ar-lein:https://www.mdpi.com/2813-0324/11/1/34
Tagiau: Ychwanegu Tag
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