X {NPBayesImputeCat} | R Documentation |
Example dataframe for input categorical data with missing values based on the NYMockexample dataset.
Description
Example dataframe for input categorical data with missing values based on the NYMockexample dataset. It contains 2000 observations and 10 variables.
[,1] | OWNERSHIP | ownership of dwelling | 3 levels: N/A; Owned or being bought (loan); |
Rented. | |||
[,2] | MORTGAGE | mortgate status | 4 levels: N/A; No, owned free and clear; |
Yes, mortgaged / deed of trust or similar debt; | |||
Yes, contract to purchase. | |||
[,3] | AGE | age | 9 levels: [0, 14]; 15; 16; 17; [18, 24]; [25, 35]; [36, 50]; |
9 [51, 70]; [71, ). | |||
[,4] | SEX | sex | 2 levels: Male; Female. |
[,5] | MARST | martial status | 6 levels: Married, spouse present; Married, spouse absent; |
Separated; Divorced; Widowed; Never married / single. | |||
[,6] | RACESING | single race identification | 5 levels: White; Black; American Indian / Alaska Native; |
Asian and / or Pacific Islander; Other race, non-Hispanic. | |||
[,7] | EDUC | educational attainment | 11 levels: N/A or no schooling; Nursery school to grade 4; |
Grade 5, 6, 7, or 8; Grade 9; Grade 10; Grade 11; | |||
Grade 12; 1 year of college; 2 years of college; | |||
4 years of college; 5+ years of college. | |||
[,8] | EMPSTAT | employment status | 4 levels: N/A; Employed; Unemployed; Not in labor force. |
[,9] | DISABWRK | work disability status | 3 levels: N/A; No disability that affects work; |
Disability causes difficulty working. | |||
[,10] | VESTAT | veteran status | 3 levels: N/A; Not a veteran; Veteran. |
[Package NPBayesImputeCat version 0.5 Index]