swim {catalytic} | R Documentation |
Simulated SWIM Dataset with Binary Response
Description
Simulated SWIM Dataset with Binary Response
Usage
data(swim)
Format
A list containing the following elements:
- x
A 3211 by 12 matrix of numeric values.
- female
Binary variable indicating gender (1 = Female, 0 = Male).
- agege35
Binary variable indicating if the individual is aged 35 or older (1 = Age 35 or older, 0 = Younger than 35).
- hsdip
Binary variable indicating if the individual has a high school diploma (1 = Has diploma, 0 = No diploma).
- nevmar
Binary variable indicating if the individual has never been married (1 = Never married, 0 = Ever married).
- divwid
Binary variable indicating if the individual is divorced or widowed (1 = Divorced or widowed, 0 = Otherwise).
- numchild
Numerical variable indicating the number of children the individual has.
- childlt6
Binary variable indicating if the individual has children under the age of 6 (1 = Has children under 6, 0 = No children under 6).
- blknh
Binary variable indicating if the individual is black non-Hispanic (1 = Black Non-Hispanic, 0 = Otherwise).
- hisp
Binary variable indicating if the individual is Hispanic (1 = Newly Hispanic, 0 = Otherwise).
- earnyrm1
Numerical variable indicating the individual's earnings one year prior to the study (possibly negative earnings or debt).
- empyrm1
Binary variable indicating if the individual was employed one year prior to the study (1 = Employed, 0 = Unemployed).
- enrol
Binary variable indicating if the individual was enrolled the job hunting training session (1 = Enrolled, 0 = Unenrolled).
- y
A 3211 by 1 matrix containing zeros and ones.
- empyr1
Binary variable indicating if the individual was employed one year after the start of the study (1 = Employed, 0 = Unemployed).
Note
The dataset used in this study was simulated based on the patterns and results described in "The Saturation Work Initiative Model in San Diego: A Five-Year Follow-up Study". This data is not directly extracted from the book but was generated to emulate a similar structure for research and educational purposes.
References
Friedlander, D., & Hamilton, G. (1993). The Saturation Work Initiative Model in San Diego: A Five-Year Follow-up Study.