Package: EdSurvey 4.0.8

Paul Bailey

EdSurvey: Analysis of NCES Education Survey and Assessment Data

Read in and analyze functions for education survey and assessment data from the National Center for Education Statistics (NCES) <https://nces.ed.gov/>, including National Assessment of Educational Progress (NAEP) data <https://nces.ed.gov/nationsreportcard/> and data from the International Assessment Database: Organisation for Economic Co-operation and Development (OECD) <https://www.oecd.org/>, including Programme for International Student Assessment (PISA), Teaching and Learning International Survey (TALIS), Programme for the International Assessment of Adult Competencies (PIAAC), and International Association for the Evaluation of Educational Achievement (IEA) <https://www.iea.nl/>, including Trends in International Mathematics and Science Study (TIMSS), TIMSS Advanced, Progress in International Reading Literacy Study (PIRLS), International Civic and Citizenship Study (ICCS), International Computer and Information Literacy Study (ICILS), and Civic Education Study (CivEd).

Authors:Paul Bailey [aut, cre], Ahmad Emad [aut], Huade Huo [aut], Michael Lee [aut], Yuqi Liao [aut], Alex Lishinski [aut], Trang Nguyen [aut], Qingshu Xie [aut], Jiao Yu [aut], Ting Zhang [aut], Eric Buehler [aut], Sun-joo Lee [aut], Blue Webb [aut], Thomas Fink [aut], Sinan Yavuz [aut], Emmanuel Sikali [pdr], Claire Kelley [ctb], Jeppe Bundsgaard [ctb], Ren C'deBaca [ctb], Anders Astrup Christensen [ctb]

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EdSurvey.pdf |EdSurvey.html
EdSurvey/json (API)
NEWS

# Install 'EdSurvey' in R:
install.packages('EdSurvey', repos = c('https://american-institutes-for-research.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/american-institutes-for-research/edsurvey/issues

On CRAN:

7.90 score 9 stars 1 packages 131 scripts 670 downloads 93 exports 93 dependencies

Last updated 25 days agofrom:aa672602a5. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 28 2024
R-4.5-winOKOct 28 2024
R-4.5-linuxOKOct 28 2024
R-4.4-winOKOct 28 2024
R-4.4-macOKOct 28 2024
R-4.3-winOKOct 28 2024
R-4.3-macOKOct 28 2024

Exports:%in%achievementLevelsappend.edsurvey.data.frame.listcontourPlotcor.sdfdefaultNAEPScoreCarddefaultTIMSSScoreDictDoFCorrectiondownload_ePIRLSdownloadCivEDICCSdownloadECLS_KdownloadELSdownloadHSLSdownloadICILSdownloadNHESdownloadPIAACdownloadPIRLSdownloadPISAdownloadPISA_YAFSdownloadSSOCSdownloadTALISdownloadTIMSSdownloadTIMSSAdvedsurvey.data.frameedsurvey.data.frame.listedsurveyTableedsurveyTable2pdfes_recodees_roundgapgetAllItemsgetAttributesgetDatagetNHES_SurveyInfogetPlausibleValuegetPSUVargetStratumVargetWeightJkReplicatesglm.sdfhasPlausibleValueisWeightlevelsSDFlm.sdflogit.sdfmixed.sdfmml.sdfmvrlm.sdfoddsRatioparseNAEPdctpercentileprobit.sdfread_ePIRLSreadBTLSreadCivEDICCSreadECLS_BreadECLS_K1998readECLS_K2011readELSreadHSLSreadHSTSreadICILSreadNAEPreadNHESreadPIAACreadPIRLSreadPISAreadPISA_YAFSreadSSOCSreadTALISreadTIMSSreadTIMSSAdvrebindAttributesrecode.sdfrename.sdfroundnroundNCESrq.sdfscoreDefaultscoreTIMSSSDsearchSDFsetAttributessetNAEPScoreCardshowCodebookshowCutPointsshowPlausibleValuesshowWeightssuggestWeightssummary2updatePlausibleValuevarEstToCovviewNHES_SurveyCodeswaldTest

Dependencies:abindbackportsbitbit64bootbroomcarcarDatacellrangerclicliprcodetoolscolorspacecowplotcpp11crayondata.tableDerivDiredoBydplyrfansifarverforcatsforeachFormulagenericsggplot2glm2gluegtablehavenhmsisobanditeratorslabelingLaFlatticelbfgslfactorslifecyclelme4magrittrMASSMatrixMatrixModelsmatrixStatsmgcvmicrobenchmarkminqamnormtmodelrmunsellNAEPirtparamsNAEPprimernlmenloptrnnetnumDerivpbkrtestpillarpkgconfigprettyunitsprogresspurrrquantregR6RColorBrewerRcppRcppArmadilloRcppEigenreadrreadxlrematchrlangscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwCorrWeMixwithrxml2xtable

Introduction to Analyzing NCES Data Using EdSurvey

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Oct 28 2024.

Last update: 2024-10-28
Started: 2021-06-21

Readme and manuals

Help Manual

Help pageTopics
Analysis of NCES Education Survey and Assessment DataEdSurvey-package EdSurvey
Achievement LevelsachievementLevels
Coerce to a Data Frameas.data.frame as.data.frame.light.edsurvey.data.frame
Combine R Objects by Rows or Columnscbind.light.edsurvey.data.frame rbind.light.edsurvey.data.frame
Overlaid Scatter and Contour PlotscontourPlot
Bivariate Correlationcor.sdf
Dimensions of an edsurvey.data.frame or an edsurvey.data.frame.listdim.edsurvey.data.frame dim.edsurvey.data.frame.list
Degrees of FreedomDoFCorrection
Download and Unzip ePIRLS Filesdownload_ePIRLS
Instructions for Downloading and Unzipping CivED or ICCS FilesdownloadCivEDICCS
Download and Unzip ECLS_K FilesdownloadECLS_K
Download and Unzip ELS FilesdownloadELS
Download and Unzip HSLS FilesdownloadHSLS
Instructions for Downloading and Unzipping ICILS FilesdownloadICILS
Instructions for Downloading and Unzipping NHES FilesdownloadNHES
Download and Unzip PIAAC FilesdownloadPIAAC
Download and Unzip PIRLS FilesdownloadPIRLS
Download and Unzip PISA FilesdownloadPISA
Instructions for Downloading and Unzipping PISA YAFS FilesdownloadPISA_YAFS
Instructions for Downloading and Unzipping SSOCS FilesdownloadSSOCS
Download and Unzip TALIS FilesdownloadTALIS
Download and Unzip TIMSS FilesdownloadTIMSS
Download and Unzip TIMSS Advanced FilesdownloadTIMSSAdv
Draw plausible values from an mml fitdrawPVs.sdf
EdSurvey Class Constructors and Helpers$.edsurvey.data.frame $<-.edsurvey.data.frame %in%,edsurvey.data.frame,ANY-method %in%,edsurvey.data.frame.list,ANY-method edsurvey.data.frame getAttributes getPSUVar getStratumVar setAttributes
EdSurvey Dataset Vectorizationappend.edsurvey.data.frame.list edsurvey.data.frame.list
EdSurvey Tables With Conditional MeansedsurveyTable
PDF File From an edsurveyTableedsurveyTable2pdf
variable recoding functiones_recode
round ouptut of EdSurvey functions before printinges_round
Gap Analysisgap
Retrieve IRT Item Variable NamesgetAllItems
Read Data to a Data FramegetData
Get NHES Survey Code Definitions and Survey Meta-datagetNHES_SurveyInfo
Get Plausible Value VariablesgetPlausibleValue
Retrieve the Jackknife Replicate WeightsgetWeightJkReplicates
EdSurvey Generalized Linear Modelsglm.sdf logit.sdf probit.sdf
Plausible Value TesthasPlausibleValue
Weight TestisWeight
Print Levels and LabelslevelsSDF
EdSurvey Linear Modelslm.sdf
EdSurvey Mergemerge.edsurvey.data merge.edsurvey.data.frame
mergevmergev
EdSurvey Mixed-Effects Modelmixed.sdf
EdSurvey Direct EstimationdefaultNAEPScoreCard defaultTIMSSScoreDict mml.sdf
Multivariate Regressionmvrlm.sdf
Odds Ratios for edsurveyGlm ModelsoddsRatio
Format AM dct File for Use with DirectEstimationparseNAEPdct
Parse SPSS Syntax Script for Fixed-Width Data FilesparseScript_SPSS
EdSurvey Percentilespercentile
Print AchievementLevels Resultsprint.achievementLevels
EdSurvey Metadata Summaryprint.edsurvey.data.frame print.edsurvey.data.frame.list
Gap Analysis Printingprint.gap print.gapList
Connect to ePIRLS Dataread_ePIRLS
Connect to BTLS DatareadBTLS
Connect to ICCS and CivED DatareadCivEDICCS
Connect to ECLS-B DatareadECLS_B
Connect to ECLS-K 1998 DatareadECLS_K1998
Connect to ECLS-K 2011 DatareadECLS_K2011
Connect to Education Longitudinal Study (ELS:2002) DatareadELS
Connect to HS&B Study Senior DatareadHSB_Senior
Connect to HS&B Study Sophomore DatareadHSB_Sophomore
Connect to High School Longitudinal Study 2009 (HSLS:2009) DatareadHSLS
Connect to HSTS DatareadHSTS
Connect to ICILS DatareadICILS
Connect to NAEP DatareadNAEP
Connect to NHES Survey DatareadNHES
Connect to PIAAC DatareadPIAAC
Connect to PIRLS DatareadPIRLS
Connect to PISA DatareadPISA
PISA YAFS (Young Adult Follow-up Study)readPISA_YAFS
Connect to School Survey on Crime and Safety DatareadSSOCS
Connect to TALIS DatareadTALIS
Connect to TIMSS DatareadTIMSS
Connect to TIMSS Advanced DatareadTIMSSAdv
Copy Data Frame AttributesrebindAttributes
Recode Levels Within Variablesrecode.sdf
Modify Variable Namesrename.sdf
rounding helperroundn
rounding helper for NCESroundNCES
EdSurvey Quantile Regression Modelsrq rq.sdf
Assessment scoringscoreDefault
EdSurvey Direct Estimation - TIMSS scoringscoreTIMSS
EdSurvey Standard DeviationSD
EdSurvey Codebook SearchsearchSDF
set NAEP Score CardsetNAEPScoreCard
Summary CodebookshowCodebook
Retrieve Achievement Level CutpointsshowCutPoints
Plausible Value Variable NamesshowPlausibleValues
Retrieve Weight VariablesshowWeights
Weight suggestions for ECLS-K:2011 datasuggestWeights
Summarize edsurvey.data.frame Variablessummary2
Update Plausible Value Variable NamesupdatePlausibleValue
Covariance EstimationvarEstToCov
View NHES Survey Code DefinitionsviewNHES_SurveyCodes
Wald TestswaldTest