| MAGMA_sim_data {MAGMA.R} | R Documentation |
MAGMA simulated data set
Description
The 'MAGMA.R' simulated data set contains 14 variables of 800 cases. It is used as example in the vignette and the help pages.
Usage
MAGMA_sim_data
Format
A data frame with 17 variables of 800 cases.
- ID
: Individual ID for each case
- gender
: Binary variable indicating gender of a participant
- gifted_support
: Binary variable that specifies whether a case received giftedness support (1) or not (0)
- teacher_ability_rating
: Three-step ordinal variable ranging from 1 to 3 indicating increasing eacher rated ability of a case
- enrichment
: Binary variable that indicates whether a case participated in an afternoon enrichment program
- parents_academic
: Binary variable that indicates whether at least one parent of a case has an academic background
- GPA_school
: Variable ranging from 1 to 6 that indicates a case's high school GPA. Lower values indicate higher achievement
- IQ_score
: Variable indicating the normed IQ score of a case
- Motivation
: The scale score of a case in a motivational questionnaire
- college_GPA
: variable ranging from 1 to 6 that indicates a case's college GPA. Lower values indicate higher achievement
- support_enrichment
: Multinomial variable representing the combination of gifted support and enrichment
- ps_tar
: Propensity score of twangs mnps function for teacher_ability_rating
- ps_2x2
: Propensity score of twangs mnps function for support_enrichment
- ps_gifted
: Propensity score of twangs ps function for gifted support
- step_gifted
: Indicates step of MAGMA-matching for gifted support
- weight_gifted
: Indicates weight of MAGMA-matching for gifted support
- distance_gifted
: Indicates distance of MAGMA-matching for gifted support
Source
Simulated data