PNAR (version 1.7)

crime: Chicago crime dataset

Description

Monthly number of burglaries on the south side of Chicago (552 blocks) during 2010-2015 (72 temporal observations).

Usage

crime

Format

A time series object ("ts" class) with multivariate time series, a matrix with 72 rows and 552 columns.

References

Clark, N. J. and P. M. Dixon (2021). A class of spatially correlated self-exciting statistical models. Spatial Statistics, 43, 1--18.

See Also

crime_W, lin_estimnarpq, log_lin_estimnarpq

Examples

data(crime)
data(crime_W)
mod1 <- lin_estimnarpq( crime, crime_W, p = 1)
mod2 <- log_lin_estimnarpq( crime, crime_W, p = 1)