
Incident versus offence counting: the hierarchy-rule arithmetic
Source:R/dark_figure.R
morie_dark_figure_hierarchy.RdUnder a hierarchy rule an incident with several offences is counted once
(its most serious offence); an offence-based system counts every offence.
With \(N\) incidents carrying \(k_i \ge 1\) offences each, bounded by
\(K\), the offence count lies in \([N, KN]\) and equals
\(N(1 + \bar{e})\) with \(\bar{e}\) the mean number of extra offences per
incident (Research.P1.offence_count_bounds,
offence_count_eq); the offence total is not a function of the
incident total (category_not_identified). A switch from incident
to offence counting therefore raises recorded crime with no change in
crime, by exactly the mean extra offences per incident.
Value
A list with incidents, offences, ratio
(offences per incident), mean_extra, bounds (\([N, KN]\)
with \(K\) the observed maximum) and theorems.
Examples
morie_dark_figure_hierarchy(c(1, 1, 2, 1, 3, 1, 1, 2))
#> $incidents
#> [1] 8
#>
#> $offences
#> [1] 12
#>
#> $ratio
#> [1] 1.5
#>
#> $mean_extra
#> [1] 0.5
#>
#> $bounds
#> lower upper
#> 8 24
#>
#> $theorems
#> [1] "Research.P1.offence_count_bounds" "Research.P1.offence_count_eq"
#> [3] "Research.P1.category_not_identified"
#>