The data sgp package contains classes, functions and exemplar data that allow users to run student growth percentiles and student growth projections/trajectories using large scale, longitudinal education assessment data. These analyses rely on the use of quantile regression and derived coefficient matrices.
Using the data sgp package is, in general, quite simple. However, the bulk of our assistance with SGP analysis is usually focused on helping people prepare their data correctly and this process is not always straightforward. In almost all cases, errors that come up during the actual SGP analysis revert back to data preparation issues and there is often some back and forth between these two steps.
SGP analyses are designed to be as simple and straightforward as possible so that they can be conducted by researchers with minimal training. We have a goal of providing a high quality service to the research community and we strive to make it as easy for researchers to get up and running with SGP as possible.
This means that we try to keep our documentation clear and concise, provide examples of how to use our functions, and include a link to a vignette that provides more comprehensive documentation on how to use the SGP package and its exemplar WIDE and LONG format data sets (sgpData and sgpData_LONG) for conducting SGP analyses. We have also developed a series of tutorial videos to assist with getting started with SGP.
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