MAGMA_sim_data: 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

Arguments

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