Cox proportional hazard models for age at final menstrual period (FMP) accounting for successive selection mechanisms
. | Model 1a . | Model 2b . | Model 3c . | Model 4d . | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Unadjusted for selection (nevents = 1804) . | Incorporating FMP type (nevents = 2059) . | + Imputed for right censoring (nevents = 3302) . | + Adjusted for left truncation (nevents = 3302) . | |||||||||
Racial group × FMP type (ref: White, natural FMP) . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . |
Natural FMP | ||||||||||||
Black | 1.09 | 0.97–1.22 | 0.131 | 1.05 | 0.94–1.18 | 0.367 | 1.11 | 1.01–1.21 | 0.023 | 1.15 | 1.04–1.27 | 0.008 |
Chinese | 1.08 | 0.92–1.28 | 0.336 | 1.04 | 0.88–1.23 | 0.634 | 1.03 | 0.89–1.17 | 0.342 | 1.02 | 0.87–1.16 | 0.411 |
Hispanic | 1.27 | 1.03–1.57 | 0.026 | 1.25 | 1.01–1.54 | 0.037 | 1.19 | 1.04–1.34 | 0.012 | 1.18 | 0.97–1.38 | 0.062 |
Japanese | 1.02 | 0.88–1.19 | 0.793 | 0.95 | 0.81–1.11 | 0.498 | 0.97 | 0.83–1.10 | 0.690 | 0.97 | 0.83–1.10 | 0.683 |
Surgical FMP | ||||||||||||
White | 1.25 | 1.03–1.52 | 0.025 | 1.34 | 1.15–1.53 | 0.002 | 1.58 | 1.24–1.93 | 0.005 | |||
Black | 2.59 | 2.10–3.19 | 0.000 | 2.41 | 2.20–2.63 | 0.000 | 3.02 | 2.58–3.45 | 0.000 | |||
Chinesee | 0.94 | 0.52–1.70 | 0.827 | 0.97 | 0.39–1.55 | 0.542 | 1.57 | 0.71–2.43 | 0.151 | |||
Hispanice | 1.83 | 1.10–3.06 | 0.021 | 2.07 | 1.60–2.55 | 0.001 | 2.63 | 2.02–3.23 | 0.001 | |||
Japanesee | 1.88 | 1.11–3.20 | 0.019 | 1.27 | 0.77–1.77 | 0.176 | 1.43 | 0.99–1.87 | 0.055 |
. | Model 1a . | Model 2b . | Model 3c . | Model 4d . | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Unadjusted for selection (nevents = 1804) . | Incorporating FMP type (nevents = 2059) . | + Imputed for right censoring (nevents = 3302) . | + Adjusted for left truncation (nevents = 3302) . | |||||||||
Racial group × FMP type (ref: White, natural FMP) . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . |
Natural FMP | ||||||||||||
Black | 1.09 | 0.97–1.22 | 0.131 | 1.05 | 0.94–1.18 | 0.367 | 1.11 | 1.01–1.21 | 0.023 | 1.15 | 1.04–1.27 | 0.008 |
Chinese | 1.08 | 0.92–1.28 | 0.336 | 1.04 | 0.88–1.23 | 0.634 | 1.03 | 0.89–1.17 | 0.342 | 1.02 | 0.87–1.16 | 0.411 |
Hispanic | 1.27 | 1.03–1.57 | 0.026 | 1.25 | 1.01–1.54 | 0.037 | 1.19 | 1.04–1.34 | 0.012 | 1.18 | 0.97–1.38 | 0.062 |
Japanese | 1.02 | 0.88–1.19 | 0.793 | 0.95 | 0.81–1.11 | 0.498 | 0.97 | 0.83–1.10 | 0.690 | 0.97 | 0.83–1.10 | 0.683 |
Surgical FMP | ||||||||||||
White | 1.25 | 1.03–1.52 | 0.025 | 1.34 | 1.15–1.53 | 0.002 | 1.58 | 1.24–1.93 | 0.005 | |||
Black | 2.59 | 2.10–3.19 | 0.000 | 2.41 | 2.20–2.63 | 0.000 | 3.02 | 2.58–3.45 | 0.000 | |||
Chinesee | 0.94 | 0.52–1.70 | 0.827 | 0.97 | 0.39–1.55 | 0.542 | 1.57 | 0.71–2.43 | 0.151 | |||
Hispanice | 1.83 | 1.10–3.06 | 0.021 | 2.07 | 1.60–2.55 | 0.001 | 2.63 | 2.02–3.23 | 0.001 | |||
Japanesee | 1.88 | 1.11–3.20 | 0.019 | 1.27 | 0.77–1.77 | 0.176 | 1.43 | 0.99–1.87 | 0.055 |
Each subsequent model has the ‘corrected’ features of the last with additional corrections, denoted by + sign.
Model 1: right censored for any missing FMPs and for observed surgical FMPs.
Model 2: only censors for unobserved FMPs and includes in observed surgical FMPs by incorporating an interaction term between racial/ethnic group and FMP type.
Model 3: additionally imputes data pooled across 10 imputed sets removing any right censoring on FMP.
Model 4: additionally incorporates inverse probability weights for left truncation.
Chinese (n = 13), Hispanic (n = 39), Japanese (n = 16), all other groups >90 observations.
Cox proportional hazard models for age at final menstrual period (FMP) accounting for successive selection mechanisms
. | Model 1a . | Model 2b . | Model 3c . | Model 4d . | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Unadjusted for selection (nevents = 1804) . | Incorporating FMP type (nevents = 2059) . | + Imputed for right censoring (nevents = 3302) . | + Adjusted for left truncation (nevents = 3302) . | |||||||||
Racial group × FMP type (ref: White, natural FMP) . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . |
Natural FMP | ||||||||||||
Black | 1.09 | 0.97–1.22 | 0.131 | 1.05 | 0.94–1.18 | 0.367 | 1.11 | 1.01–1.21 | 0.023 | 1.15 | 1.04–1.27 | 0.008 |
Chinese | 1.08 | 0.92–1.28 | 0.336 | 1.04 | 0.88–1.23 | 0.634 | 1.03 | 0.89–1.17 | 0.342 | 1.02 | 0.87–1.16 | 0.411 |
Hispanic | 1.27 | 1.03–1.57 | 0.026 | 1.25 | 1.01–1.54 | 0.037 | 1.19 | 1.04–1.34 | 0.012 | 1.18 | 0.97–1.38 | 0.062 |
Japanese | 1.02 | 0.88–1.19 | 0.793 | 0.95 | 0.81–1.11 | 0.498 | 0.97 | 0.83–1.10 | 0.690 | 0.97 | 0.83–1.10 | 0.683 |
Surgical FMP | ||||||||||||
White | 1.25 | 1.03–1.52 | 0.025 | 1.34 | 1.15–1.53 | 0.002 | 1.58 | 1.24–1.93 | 0.005 | |||
Black | 2.59 | 2.10–3.19 | 0.000 | 2.41 | 2.20–2.63 | 0.000 | 3.02 | 2.58–3.45 | 0.000 | |||
Chinesee | 0.94 | 0.52–1.70 | 0.827 | 0.97 | 0.39–1.55 | 0.542 | 1.57 | 0.71–2.43 | 0.151 | |||
Hispanice | 1.83 | 1.10–3.06 | 0.021 | 2.07 | 1.60–2.55 | 0.001 | 2.63 | 2.02–3.23 | 0.001 | |||
Japanesee | 1.88 | 1.11–3.20 | 0.019 | 1.27 | 0.77–1.77 | 0.176 | 1.43 | 0.99–1.87 | 0.055 |
. | Model 1a . | Model 2b . | Model 3c . | Model 4d . | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Unadjusted for selection (nevents = 1804) . | Incorporating FMP type (nevents = 2059) . | + Imputed for right censoring (nevents = 3302) . | + Adjusted for left truncation (nevents = 3302) . | |||||||||
Racial group × FMP type (ref: White, natural FMP) . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . | Hazard ratio . | 95% CI . | P . |
Natural FMP | ||||||||||||
Black | 1.09 | 0.97–1.22 | 0.131 | 1.05 | 0.94–1.18 | 0.367 | 1.11 | 1.01–1.21 | 0.023 | 1.15 | 1.04–1.27 | 0.008 |
Chinese | 1.08 | 0.92–1.28 | 0.336 | 1.04 | 0.88–1.23 | 0.634 | 1.03 | 0.89–1.17 | 0.342 | 1.02 | 0.87–1.16 | 0.411 |
Hispanic | 1.27 | 1.03–1.57 | 0.026 | 1.25 | 1.01–1.54 | 0.037 | 1.19 | 1.04–1.34 | 0.012 | 1.18 | 0.97–1.38 | 0.062 |
Japanese | 1.02 | 0.88–1.19 | 0.793 | 0.95 | 0.81–1.11 | 0.498 | 0.97 | 0.83–1.10 | 0.690 | 0.97 | 0.83–1.10 | 0.683 |
Surgical FMP | ||||||||||||
White | 1.25 | 1.03–1.52 | 0.025 | 1.34 | 1.15–1.53 | 0.002 | 1.58 | 1.24–1.93 | 0.005 | |||
Black | 2.59 | 2.10–3.19 | 0.000 | 2.41 | 2.20–2.63 | 0.000 | 3.02 | 2.58–3.45 | 0.000 | |||
Chinesee | 0.94 | 0.52–1.70 | 0.827 | 0.97 | 0.39–1.55 | 0.542 | 1.57 | 0.71–2.43 | 0.151 | |||
Hispanice | 1.83 | 1.10–3.06 | 0.021 | 2.07 | 1.60–2.55 | 0.001 | 2.63 | 2.02–3.23 | 0.001 | |||
Japanesee | 1.88 | 1.11–3.20 | 0.019 | 1.27 | 0.77–1.77 | 0.176 | 1.43 | 0.99–1.87 | 0.055 |
Each subsequent model has the ‘corrected’ features of the last with additional corrections, denoted by + sign.
Model 1: right censored for any missing FMPs and for observed surgical FMPs.
Model 2: only censors for unobserved FMPs and includes in observed surgical FMPs by incorporating an interaction term between racial/ethnic group and FMP type.
Model 3: additionally imputes data pooled across 10 imputed sets removing any right censoring on FMP.
Model 4: additionally incorporates inverse probability weights for left truncation.
Chinese (n = 13), Hispanic (n = 39), Japanese (n = 16), all other groups >90 observations.
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