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Functions to calculate student growth percentiles and percentile growth projections/trajectories for students using large scale, longitudinal assessment data. Functions use quantile regression to estimate the conditional density associated with each student's achievement history. Percentile growth projections/trajectories are calculated using the coefficient matrices derived from the quantile regression analyses and specify what percentile growth is required for students to reach future achievement targets.
State/Nation specific meta data used within SGP analyses and the SGP package with the object SGPstateData
Functions to calculate student growth percentiles and percentile growth projections/trajectories for students using large scale, longitudinal assessment data. Functions use quantile regression to estimate the conditional density associated with each student's achievement history. Percentile growth projections/trajectories are calculated using the coefficient matrices derived from the quantile regression analyses and specify what percentile growth is required for students to reach future achievement targets. SystemRequirements: (PDF)LaTeX (http://www.latex-project.org/) with pdfpages package for studentGrowthPlot option in visualizeSGP to bind together student growth plots into school catalogs.
State/Nation specific meta data used within SGP analyses and the SGP package with the object SGPstateData
SGP analysis source code and documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
The R package SGPdata contains three data sets utilized by the SGP Package as exemplars for users to set up their own data for SGP analyses.
SGP analysis source code & documentation
SGP analysis source code & documentation
The R package SGPdata contains three data sets utilized by the SGP Package as exemplars for users to set up their own data for SGP analyses.
SGP analysis source code & documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
Assessment Literacy content development via R
R package containing baseline matrices for SGP analyses
Assessment Literacy content development via R
SGP analysis source code & documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
Data Validation and Analysis in the Era of COVID-19
SGP analysis source code & documentation
SGP analysis source code & documentation
R package containing baseline matrices for SGP analyses
RMarkdown and other content related items for creation of reports and documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
SGP analysis source code & documentation
SGP analysis source code & documentation