SGP: Student Growth Percentiles & Percentile Growth Trajectories

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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.

Author
Damian W. Betebenner [aut, cre], Adam R. Van Iwaarden [aut], Ben Domingue [aut], Yi Shang [aut], Jonathan Weeks [ctb], John Stewart [ctb], Jinnie Choi [ctb], Xin Wei [ctb], Hi Shin Shim [ctb], Xiaoyuan Tan [ctb] (Arizona Department of Education), Carrie Giovannini [ctb] (Arizona Department of Education), Sarah Polasky [ctb] (Arizona State University), Rebecca Gau [ctb] (Arizona Charter School Association), Jeffrey Dean [ctb] (University of Arkansas), William Bonk [ctb] (Colorado Department of Education), Marie Huchton [ctb] (Colorado Department of Education), Allison Timberlake [ctb] (Georgia Department of Education), Qi Qin [ctb] (Georgia Department of Education), Melissa Fincher [ctb] (Georgia Department of Education), Kiran Athota [ctb] (Georgia Department of Education), Travis Allen [ctb] (Georgia Department of Education), Glenn Hirata [ctb] (Hawaii Department of Education), Glenn Nochi [ctb] (Hawaii Department of Education), Joshua Lee [ctb] (Hawaii Department of Education), Ayaka Nukui [ctb] (Idaho Department of Education), Carissa Miller [ctb] (Idaho Department of Education), Matthew Raimondi [ctb] (Elgin Area School District U46 (Illinois)), Wes Bruce [ctb] (Indiana Department of Education), Robert Hochsegang [ctb] (Indiana Department of Education), Tony Moss [ctb] (Kansas State Department of Education), Xuewen Sheng [ctb] (Kansas State Department of Education), Kathy Flanagan [ctb] (Massachusetts Department of Elementary and Secondary Education), Robert Lee [ctb] (Massachusetts Department of Elementary and Secondary Education), Ji Zeng [ctb] (Michigan Department of Education), Steve Viger [ctb] (Michigan Department of Education), Joe DeCastra [ctb] (Mississippi Department of Education), Ken Thompson [ctb] (Mississippi Department of Education), Soo Yeon Cho [ctb] (Missouri Department of Education), Jeff Halsell [ctb] (Clark County School District, Nevada), Selcuk Ozdemir [ctb] (Washoe County School District, Nevada), Roger Silva [ctb] (Nevada Department of Education), Deb Wiswell [ctb] (New Hampshire Department of Education), Katya Levitan-Reiner [ctb] (New Haven Public Schools), Catherine McCaslin [ctb] (New Haven Public Schools), Joshua Marland [ctb] (New York Education Department), W Joshua Rew [ctb] (Oregon Department of Education), Jason Becker [ctb] (Rhode Island Department of Education), Jessica Bailey [ctb] (Rhode Island Department of Education), Ana Karantonis [ctb] (Rhode Island Department of Education), Deborah Jonas [ctb] (Virginia Department of Education), Juan D'Brot [ctb] (West Virginia Department of Education), Nate Hixson [ctb] (West Virginia Department of Education), Deb Came [ctb] (Washington Office of Superintendent of Public Instruction), Ashley Colburn [ctb] (Washington Office of Superintendent of Public Instruction), Nick Hassell [ctb] (Washington Office of Superintendent of Public Instruction), Krissy Johnson [ctb] (Washington Office of Superintendent of Public Instruction), Daniel Bush [ctb] (Wisconsin Department of Education), Justin Meyer [ctb] (Wisconsin Department of Education), Joseph Newton [ctb] (Wisconsin Department of Education), Nick Stroud [ctb] (Wisconsin Department of Education), John Paul [ctb] (Wyoming Department of Education), Michael Flicek [ctb] (Michael Flicek Projects LLC working with Wyoming Department of Education), Phyllis Clay [ctb] (Albuquerque Public Schools), Peter Kinyua [ctb] (Albuquerque Public Schools), Brendan Houng [ctb] (University of Melbourne, Australia, NAPLAN), Leslie Rosale [ctb] (Ministry of Education, Guatemala), Nathan Wall [ctb] (eMetric working with Nevada Department of Education and South Dakota Department of Education), Narek Sahakyan [ctb] (World Class Instruction and Design (WIDA))
Date of publication
2016-03-05 00:20:27
Maintainer
Damian W. Betebenner <dbetebenner@nciea.org>
License
GPL-3
Version
1.5-0.0
URLs

View on CRAN

Man pages

abcSGP
Perform 6 step sequence: prepareSGP, analyzeSGP, combineSGP,...
analyzeSGP
Analyze student data to produce student growth percentiles...
baselineSGP
Analyze student data to produce student growth percentiles...
bubblePlot
Core bubblePlot function for SGP
bubblePlot_Styles
bubblePlot_Styles providing various uses of the core...
capwords
Function for converting all caps to mixed case. Useful in...
combineSGP
Combine student data and SGP results
createKnotsBoundaries
Function to create Knots and Boundaries from supplied data in...
gofSGP
Function for producing goodness of fit plots using existing...
growthAchievementPlot
growthAchievementPlot for SGP
outputSGP
Output student data and SGP results for a variety of purposes
prepareSGP
Prepare data for SGP analyses
rliSGP
Wrapper function associated with SGP analyses for Renaissance...
SGP-class
Class "SGP"
SGP-package
SGP: Student Growth Percentiles & Percentile Growth...
SGPstateData
State assessment program data from large scale state...
splineMatrix-class
Class "splineMatrix"
studentGrowthPercentiles
Student Growth Percentiles
studentGrowthPlot
Create a student growth and achievement chart
studentGrowthPlot_Styles
studentGrowthPlot_Styles providing base templates for the...
studentGrowthProjections
Student Growth Projections
summarizeSGP
Summarize student scale scores, proficiency levels and...
testSGP
Test SGP Package functions
updateSGP
Function to update SGP object with additional year's analyses
visualizeSGP
Visualize data from SGP analyses

Files in this package

SGP
SGP/inst
SGP/inst/CITATION
SGP/inst/NEWS
SGP/NAMESPACE
SGP/data
SGP/data/SGPstateData.rda
SGP/data/datalist
SGP/R
SGP/R/getSGPColor.R
SGP/R/getNewCutscores.R
SGP/R/getTargetSGPLevel.R
SGP/R/getPanelDataVnames.R
SGP/R/baselineSGP.R
SGP/R/convertScaleScore.R
SGP/R/studentGrowthPercentiles.R
SGP/R/gofSGP.R
SGP/R/linkagePlot.R
SGP/R/analyzeSGP.R
SGP/R/growthAchievementPlot.R
SGP/R/getMaxOrderForProgression.R
SGP/R/getTargetInitialStatus.R
SGP/R/unfoldstudentGrowthPlots.R
SGP/R/ddcast.R
SGP/R/getTargetSGPContentArea.R
SGP/R/createLongCutscores.R
SGP/R/getPanelData.R
SGP/R/is.splineMatrix.R
SGP/R/checkSGP.R
SGP/R/bubblePlot_Styles.R
SGP/R/getSGPtNames.R
SGP/R/splineMatrix-class.R
SGP/R/bubblePlot.R
SGP/R/outputSGP.R
SGP/R/getsplineMatrices.R
SGP/R/transformScaleScore.R
SGP/R/createUniqueLongData.R
SGP/R/getHighNeedStatus.R
SGP/R/getSGPConfig.R
SGP/R/getTargetSGP.R
SGP/R/equateSGP.R
SGP/R/getJSON.R
SGP/R/convertTime.R
SGP/R/getTargetScaleScore.R
SGP/R/is.SGP.R
SGP/R/startParallel.R
SGP/R/sqliteSGP.R
SGP/R/capwords.R
SGP/R/updateSGP.R
SGP/R/getMyLabel.R
SGP/R/stopParallel.R
SGP/R/getVersion.R
SGP/R/getTableNameYear.R
SGP/R/piecewiseTransform.R
SGP/R/getKnotsBoundaries.R
SGP/R/testSGP.R
SGP/R/studentGrowthProjections.R
SGP/R/rliSGP.R
SGP/R/SGP-class.R
SGP/R/abcSGP.R
SGP/R/yearIncrement.R
SGP/R/studentGrowthPlot_Styles.R
SGP/R/getTimeShiftIndex.R
SGP/R/getKey.R
SGP/R/createKnotsBoundaries.R
SGP/R/getTargetName.R
SGP/R/checkConfig.R
SGP/R/getTargetAchievementLevels.R
SGP/R/mergeSGP.R
SGP/R/checksplineMatrix.R
SGP/R/getPercentileTableNames.R
SGP/R/unique.splineMatrix.R
SGP/R/getPreferredSGP.R
SGP/R/csemScoreSimulator.R
SGP/R/getFirstAndLastInGroup.R
SGP/R/studentGrowthPlot.R
SGP/R/getErrorReports.R
SGP/R/getCohortDataInfo.R
SGP/R/prepareSGP.R
SGP/R/summarizeSGP.R
SGP/R/summarizeSGP_Utilities.R
SGP/R/visualizeSGP.R
SGP/R/messageSGP.R
SGP/R/zzz.R
SGP/R/getStateAbbreviation.R
SGP/R/getYearsContentAreasGrades.R
SGP/R/getSGPBaselineConfig.R
SGP/R/getAchievementLevel.R
SGP/R/as.splineMatrix.R
SGP/R/combineSGP.R
SGP/MD5
SGP/DESCRIPTION
SGP/man
SGP/man/studentGrowthPlot.Rd
SGP/man/combineSGP.Rd
SGP/man/rliSGP.Rd
SGP/man/outputSGP.Rd
SGP/man/SGP-package.Rd
SGP/man/testSGP.Rd
SGP/man/baselineSGP.Rd
SGP/man/studentGrowthPlot_Styles.Rd
SGP/man/SGPstateData.Rd
SGP/man/prepareSGP.Rd
SGP/man/gofSGP.Rd
SGP/man/bubblePlot_Styles.Rd
SGP/man/studentGrowthProjections.Rd
SGP/man/splineMatrix-class.Rd
SGP/man/visualizeSGP.Rd
SGP/man/capwords.Rd
SGP/man/createKnotsBoundaries.Rd
SGP/man/analyzeSGP.Rd
SGP/man/abcSGP.Rd
SGP/man/bubblePlot.Rd
SGP/man/updateSGP.Rd
SGP/man/SGP-class.Rd
SGP/man/studentGrowthPercentiles.Rd
SGP/man/growthAchievementPlot.Rd
SGP/man/summarizeSGP.Rd