Aggregate Ruhela grid: one-page IRR comparison across analyzers
Source:R/otis_all_analyze.R
morie_otis_analyze_ruhela_grid.RdRuns every aggregate Ruhela formulation analyzer against the supplied named datasets list and presents a single primary-IRR comparison table (GEE cluster-robust > NB GLM > Poisson GLM).
Examples
# \donttest{
otis_b03 <- morie_synth_otis("b03", n = 120L, seed = 1L)
otis_c01 <- morie_synth_otis("c01", n = 120L, seed = 1L)
morie_otis_analyze_ruhela_grid(list(b03 = otis_b03, c01 = otis_c01))
#> OTIS Ruhela formulations grid summary -- one-page IRR/ATE comparison across all aggregate RF analyzers
#> ======================================================================================================
#> Aggregate datasets covered 24
#> Per-row datasets covered see analyze_a01/b01/b02_ruhela_formulations + alt-T variants
#> MRM chi^2 datasets (c, d) see analyze_c_chi2 / analyze_d_chi2
#> Primary estimator priority GEE-NB > GEE-Poisson > NB GLM > Poisson GLM
#>
#> Aggregate Ruhela formulations -- primary IRR per dataset (GEE cluster-robust > NB GLM):
#> DS Type Formulation IRR 95% CI p Notes
#> ---------------------------------------------------------------------------------------------------------------------------------------------------
#> b03 GEE-Poisson (cluster) OTIS b03 -- Aggregate Ruhela formulation: Alert presence -> 0.9486 [0.723, 1.244] 7.03e-01 groups=25, n_obs=120
#> b04 -- missing data -- -- -- --
#> b06 -- missing data -- -- -- --
#> b07 -- missing data -- -- -- --
#> b08 -- missing data -- -- -- --
#> b09 -- missing data -- -- -- --
#> c01 NB GLM OTIS c01 -- Aggregate Ruhela formulation: Female -> Individu 0.9117 [0.685, 1.214] 5.27e-01 n=120, total_y=4579
#> c01-RC GEE-Poisson (cluster) OTIS c01 -- Aggregate RF, year-clustered: Female -> Individu 0.898 [0.737, 1.095] 2.87e-01 groups=7, n_obs=120
#> c02 -- missing data -- -- -- --
#> c03 -- missing data -- -- -- --
#> c04 -- missing data -- -- -- --
#> c04-RC -- missing data -- -- -- --
#> c05 -- missing data -- -- -- --
#> c06 -- missing data -- -- -- --
#> c07 -- missing data -- -- -- --
#> c08 -- missing data -- -- -- --
#> c09 -- missing data -- -- -- --
#> c10 -- missing data -- -- -- --
#> c11 -- missing data -- -- -- --
#> c12 -- missing data -- -- -- --
#> d02 -- missing data -- -- -- --
#> d03 -- missing data -- -- -- --
#> d04 -- missing data -- -- -- --
#> d05 -- missing data -- -- -- --
#>
#> One-page comparison of every aggregate Ruhela formulation currently shipped. Primary IRR is the GEE cluster-robust estimate when available; otherwise the NB GLM estimate.
# }