R 'intsvy'

The R package ‘intsvy‘ provides analysis and visualisation tools for international assessment data (eg. PISA, TIMSS, PIRLS). Data analysis functions take into account the complex sample design (with replicate weights) and rotated test forms (with plausible achievement values) in the calculation of point estimates and standard errors of means, standard deviations, regression coefficients, correlation coefficients, and frequency tables. Visualisation tools present data aggregates in standardised graphical form.

Install development version:
library("devtools")
install_github("eldafani/intsvy")
library("intsvy")

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Data analysis examples

Articles

  • Journal of Statistical Software
  • IEA newsletter
  • R-bloggers (post 1, post 2)
  • OECD presentation
  • Video tutorials

  • Video 1: Installing R ‘intsvy’
  • Video 2: Directory paths and operating systems
  • Video 3: Printing data labels
  • Video 4: Importing data
  • Video 5: Calculating average student performance
  • Video 6: Frequency tables
  • Video 7: Proficiency levels
  • Video 8: Regression analysis