TippingPoint: Enhanced Tipping Point Displays the Results of Sensitivity Analyses for Missing Data
> library(TippingPoint)
バージョン: 1.1.0
| 関数名 | 概略 |
|---|---|
TippingPoint |
Generic function for Enhanced Tipping Point Displays |
TippingPoint.default |
Default method for TippingPoint |
Tipp1ingPoint.formula |
TippingPoint.formula |
imputedata |
Imputation results under different methods |
tippingdata |
An hypothetical dataset used to demonstrate functions. |
imputedata
異なる手法で求められた補完データ
> imputedata %>% dplyr::glimpse()
Observations: 500
Variables: 8
$ MAR_T1 (dbl) 118.1192, 129.7815, 124.3407, 126.6131, 127.8940, 122....
$ MAR_C1 (dbl) 122.8743, 124.6130, 122.6200, 126.6311, 126.4212, 121....
$ MAR_T2 (dbl) 7, 5, 5, 4, 8, 4, 7, 6, 5, 3, 7, 4, 5, 5, 4, 8, 6, 6, ...
$ MAR_C2 (dbl) 14, 19, 17, 15, 16, 13, 12, 15, 11, 14, 14, 14, 20, 16...
$ MCAR_T1 (dbl) 128.4723, 130.1233, 124.9609, 126.9734, 125.9800, 127....
$ MCAR_C1 (dbl) 129.7369, 126.1398, 128.7701, 126.3991, 130.9947, 128....
$ MCAR_T2 (int) 6, 6, 5, 4, 5, 5, 7, 4, 3, 5, 5, 7, 4, 9, 8, 3, 5, 7, ...
$ MCAR_C2 (int) 13, 11, 14, 10, 10, 13, 12, 14, 16, 10, 10, 15, 11, 11...
tippingdata
> tippingdata %>% dplyr::glimpse()
Observations: 270
Variables: 5
$ continuous (dbl) 119.7820, 117.7729, 124.7833, 123.3546, 124.6611, N...
$ binary (int) 1, 0, 0, 0, 0, 1, 0, 1, 1, 1, 1, 1, NA, 1, 0, 0, 0,...
$ educ (dbl) 12, 16, 12, 12, 12, 15, 16, 12, 16, 16, 7, 12, 12, ...
$ female (int) 0, 0, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, ...
$ treat (dbl) 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...