SpaCOAP (version 1.3)

High-Dimensional Spatial Covariate-Augmented Overdispersed Poisson Factor Model

Description

A spatial covariate-augmented overdispersed Poisson factor model is proposed to perform efficient latent representation learning method for high-dimensional large-scale spatial count data with additional covariates.

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Install

install.packages('SpaCOAP')

Monthly Downloads

171

Version

1.3

License

GPL-3

Issues

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Repository

https://github.com/feiyoung/SpaCOAP

Maintainer

Wei Liu

Last Published

March 27th, 2025

Functions in SpaCOAP (1.3)

gendata_spacoap

Generate simulated data

SpaCOAP

Fit the SpaCOAP model

chooseParams

Select the parameters in COAP models