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Grouped Network Poisson Autoregressive Model
Statistica SinicaSummary: Although multivariate Poisson autoregressive models are popular for fitting count time series data, statistical inferences are quite challenging. The network Poisson autoregressive (NPAR) model reduces the inference complexity by incorporating network information into the dependence structure, where the response of each individual can be ...
Tao, Yuxin, Li, Dong, Niu, Xiaoyue
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Specification Test for Poisson Regression Models
International Economic Review, 1986The specification of the Poisson model is tested against some general models for the analysis of counted data. The test of Poisson models is considered against negative binomial distribution, general family of discrete distributions based on Pearson's difference equation and series expansion of distributions.
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Antibody–drug conjugates: Smart chemotherapy delivery across tumor histologies
Ca-A Cancer Journal for Clinicians, 2022Paolo Tarantino +2 more
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An overview of real‐world data sources for oncology and considerations for research
Ca-A Cancer Journal for Clinicians, 2022Lynne Penberthy +2 more
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Compound Poisson Regression Models
1982Count data are easily modelled in GLIM using the Poisson distribution. However, in modelling such data the counts are often aggregated over one or more factors, or important explanatory variables are unavailable and as a result the fit obtained is often poor.
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1999
This chapter covers space—time Poisson models for queueing networks, spatial service or storage systems, and particle systems. Such a model describes the collective movement of units or customers in space and time, where the units enter the system according to a Poisson space—time process and then move about independently of each other.
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This chapter covers space—time Poisson models for queueing networks, spatial service or storage systems, and particle systems. Such a model describes the collective movement of units or customers in space and time, where the units enter the system according to a Poisson space—time process and then move about independently of each other.
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The biofilm life cycle: expanding the conceptual model of biofilm formation
Nature Reviews Microbiology, 2022Karin Sauer +2 more
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