b08 aggregate Ruhela: Female -> median seg duration (institution-clustered).

Usage

morie_otis_analyze_b08_ruhela_aggregate(data, out_dir = NULL)

morie_otis_analyze_b08_mrm_aggregate(data, out_dir = NULL)

Arguments

data: b08 data.frame.
out_dir: Optional.

Value

morie_otis_analysis_result.

Examples

# \donttest{
otis_b08 <- morie_synth_otis("b08", n = 120L, seed = 1L)
morie_otis_analyze_b08_ruhela_aggregate(otis_b08)
#> OTIS b08 -- Aggregate Ruhela formulation: Female -> median seg duration
#> =======================================================================
#>   Source file                            b08_segregation_placements_consecutive_durations_by_institution.csv
#>   Dataset id                             b08
#>   Treatment column                       T_female
#>   Outcome (count)                        NumberConsecutiveDays_Segregation
#>   Year FE                                EndFiscalYear
#>   Covariate FEs                          Region_AtTimeOfPlacement
#>   Cluster group (GEE)                    Institution_AtTimeOfPlacement
#>   Cells                                  53
#>   Total outcome count                    2276
#>   Overdispersion (Poisson AIC - NB AIC)  467.4
#> 
#> Aggregate RF on b08 testing gender disparity in median segregation duration; institution as GEE cluster group.
#> 
#> IRR > 1 ==> treatment increases the count rate; IRR < 1 ==> treatment decreases it. Concordance between Poisson and NB indicates equidispersion; large gap (Poisson AIC > NB AIC) indicates overdispersion -- trust NB. 
# }