data_criminal_sim: Criminal dataset

In LMest: Generalized Latent Markov Models

Criminal dataset

Description

Simulated dataset about crimes committed by a cohort of subjects.

Usage

data(data_criminal_sim)

Format

A data frame with 60000 observations on the following 13 variables.

id

subject id

sex

gender of the subject

time

occasion of observation

y1

crime of type 1 (violence against the person)

y2

crime of type 2 (sexual offences)

y3

crime of type 3 (burglary)

y4

crime of type 4 (robbery)

y5

crime of type 5 (theft and handling stolen goods)

y6

crime of type 6 (fraud and forgery)

y7

crime of type 7 (criminal demage)

y8

crime of type 8 (drug offences)

y9

crime of type 9 (motoring offences)

y10

crime of type 10 (other offences)

References

Bartolucci, F., Pennoni, F. and Francis, B. (2007), A latent Markov model for detecting patterns of criminal activity, Journal of the Royal Statistical Society, series A, 170, pp. 115-132.

Examples

data(data_criminal_sim)

LMest documentation built on Aug. 27, 2023, 5:06 p.m.