The classes, functions and data sets within the SGP package are used to calculate student growth percentiles and percentile growth projections/trajectories using large scale, longitudinal education assessment data. These percentile growth projections/trajectories show the percentile growth needed to reach future achievement targets based on a students current performance level. Percentile growth projections/trajectories are calculated using quantile regression and derived coefficient matrices.
The SGPdata package contains four exemplar data sets sgpData, sgpData_LONG, sgptData_LONG and sgpData_INSTRUCTOR_NUMBER that are utilized by the SGP package as examples for users to set up their own data for student growth percentile analyses. The sgpData data set is a WIDE formatted data set while the sgptData and sgptData_LONG data sets are LONG formatted data sets for fixed-time and time-dependent analyses, respectively.
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