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Delivery Imputation

Missing Value Analysis for c_section

Variable Total Observations Missing Count Missing Percentage (%)
c_section 228 51 22.37

Comparison of time_to_fof by c_section Value

c_section_value_label count mean std min 25% 50% 75% max
0 (Vaginal) 65 15.3251 14.6886 0 6.86111 10.9792 20.1243 74.625
1 (C-Section) 112 16.6273 13.5344 0 6.69271 13.5938 21.8571 56.4792
Missing 51 14.9315 9.93555 0.5 7.08056 14.625 20.5938 38.3958

delivery_imp_time_to_fof_by_c_section_value_boxplot.png

Scatter: time_to_fof vs pma_at_first_oral_feeding (Color: c_section Known/Missing)

delivery_imp_time_to_fof_vs_pma_at_first_oral_feeding_by_c_section_knownmissing_known_missing_scatter.png

Scatter: time_to_fof vs pma_at_first_oral_feeding (Color: c_section Value)

delivery_imp_time_to_fof_vs_pma_at_first_oral_feeding_by_c_section_value_value_scatter.png

Scatter: time_to_fof vs time_to_first (Color: c_section Value)

delivery_imp_time_to_fof_vs_time_to_first_by_c_section_value_time_to_first_value_scatter.png

Statistical Test: time_to_fof by Known c_section

T-test: time_to_fof by known c_section types. - T-statistic: -0.585 - P-value: 0.560

Statistical Summary

Missingness: 22.37% Mean time_to_fof: Vaginal=15.33, C-Section=16.63, Missing=14.93 T-test (Vaginal vs C-Section): p = 0.560, not significant at α = 0.05