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multilevelPSA

Multilevel Propensity Score Analysis

The multilevelPSA R package provides functions for estimating and visualizing multilevel propensity score analysis (PSA) models. This package is currently under development in support of my dissertation work. However, the development version can be installed using the devtools package.

require(devtools)
install_github('multilevelPSA', 'jbryer')
demo('pisa')

PISA Mathematics

Figure 1. Multilevel PSA Assessment Plot: PISA Mathematics for Private and Public Schools

PISA Mathematics Difference Plot

Figure 2. Multilevel PSA Difference Plot: PISA Mathematics for Private and Public Schools

PISA Conditional Inference Tree Plot

Figure 3. Multilevel PSA Conditional Inference Trees Heat Plot


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