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glmSTARMA (version 1.0.0)

(Double) Generalized Linear Models for Spatio-Temporal Data

Description

Fit spatio-temporal models within a (double) generalized linear modelling framework. The package includes functions for estimation, simulation and inference.

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Version

Install

install.packages('glmSTARMA')

Version

1.0.0

License

GPL (>= 3)

Issues

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Repository

https://github.com/stmaletz/glmSTARMA

Maintainer

Steffen Maletz

Last Published

January 26th, 2026

Functions in glmSTARMA (1.0.0)

glmstarma_sim.control

Control Parameters for Simulation of glmstarma Models

Load example datasets

glmSTARMA-package

glmSTARMA: (Double) Generalized Linear Models for Spatio-Temporal Data

residuals.glmstarma

Residuals for glmstarma and dglmstarma Models

Simulate spatial time-series based on generalized linear models

Fit STARMA Models based on generalized linear models

Rota Virus Infections in Germany

information_criteria

Information Criteria for glmstarma and dglmstarma objects

glmstarma.control

Control Parameters for glmstarma Fitting

Generate spatial weight matrices for simulation

summary.glmstarma

Summarize the results of a glmstarma model

vcov.dglmstarma

Variance-Covariance Matrix for glmstarma and dglmstarma objects

Sea Surface Temperature Anomalies in the Pacific

summary.dglmstarma

Summarize a dglmstarma Model

Families for spatio-temporal GLMs

Creates a time constant covariate

Chickenpox Infections in Hungary

SpatialConstant

Creates a spatial constant covariate

Quasi Information Criterion (QIC) for glmstarma and dglmstarma objects

fitted.glmstarma

Fitted values for glmstarma Models

Simulate spatial time-series based on double generalized linear models

Extract Coefficients of glmstarma and dglmstarma Models

Fit STARMA Models based on double generalized linear models

delete_glmSTARMA_data

Delete cached example datasets

dglmstarma.control

Control Parameters for dglmstarma Fitting