Fits a pooled multinomial model with interaction effects using data from both group1 and group2 to allow comparing difference in coefficients between groups
fit_pooled_interaction_multinomial.RdFits a pooled multinomial model with interaction effects using data
from both group1 and group2 to allow comparing difference in
coefficients between groups
Examples
fit_pooled_interaction_multinomial('aumc', 'olvg')
#>
#> Apollo model summary
#>
#> Model name : baitlist_pooled_aumc_olvg
#> Model description : Pooled multinomial logit with group interactions
#> Estimation method : bgw
#>
#> LL(final) : -710.72
#> Estimated parameters : 40
#>
#> Estimates:
#> asc_continue
#> 7.730000
#> asc_timelimited
#> 3.838000
#> b_expected_los_continue
#> -0.220200
#> b_clinical_situation_continue
#> 1.072000
#> b_age_continue
#> -1.800000
#> b_frailty_continue
#> -1.088000
#> b_life_expectancy_continue
#> 0.483800
#> b_suffering_continue
#> -1.329000
#> b_disability_cardiovascular_continue
#> -0.824800
#> b_disability_pulmonary_continue
#> -1.440000
#> b_disability_renal_continue
#> -0.380800
#> b_disability_neurological_continue
#> -0.733300
#> b_disability_gastrointestinal_continue
#> -0.880700
#> b_family_values_continue
#> -3.208000
#> b_expected_los_timelimited
#> -0.249400
#> b_clinical_situation_timelimited
#> 0.093610
#> b_age_timelimited
#> -0.910900
#> b_frailty_timelimited
#> -0.322800
#> b_life_expectancy_timelimited
#> 0.336000
#> b_suffering_timelimited
#> -0.587700
#> b_disability_cardiovascular_timelimited
#> -0.195600
#> b_disability_pulmonary_timelimited
#> -0.507400
#> b_disability_renal_timelimited
#> -0.224200
#> b_disability_neurological_timelimited
#> -0.287900
#> b_disability_gastrointestinal_timelimited
#> -0.488900
#> b_family_values_timelimited
#> -1.844000
#> d_asc_continue
#> -0.908500
#> d_asc_timelimited
#> -0.546800
#> d_expected_los
#> 0.349100
#> d_clinical_situation
#> 0.436000
#> d_age
#> -0.139000
#> d_frailty
#> -0.014680
#> d_life_expectancy
#> 0.027010
#> d_suffering
#> 0.417800
#> d_disability_cardiovascular
#> -0.046360
#> d_disability_pulmonary
#> 0.239800
#> d_disability_renal
#> -0.004305
#> d_disability_neurological
#> 0.041180
#> d_disability_gastrointestinal
#> 0.215000
#> d_family_values
#> -0.260300
#>
#> For more detailed output, use summary, or apollo_modelOutput for full
#> outputs