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  • Saint Michael's College
  • Colchester, Vermont
  • 07:38 (UTC -05:00)

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cddesja/README.md

Welcome

Hi! I am Chris Desjardins.

I am an assistant professor of mathematics and statistics at St. Michael's College and an associate research scientist and data analyst at Oregon Research Institute. I am interested in data visualization, data science, applied statistics, and statistics education.

Handbook of Educational Measurement and Psychometrics Using R

Okan Bulut and I wrote a book (and an R package) on using R for educational measurement. Topics include: classical test theory; generalizability theory; the factor analytic approach in measurement; unidimensional, multidimensional, and explanatory item response modeling; test equating; visualizing measurement models; measurement invariance; and differential item functioning.


Selected Data Visualizations

Shiny

  • This dashboard shows student performance at the school-level on various domains measured on the Minnesota Study Survey. The target audience was school administrators.

  • This app (and associated R package) were created to help Atlantis modelers better understand and tune their models.

  • A simple data viewer for the datasets contained in Lock5 for introductory statistics students.

Tableau

Selected R Packages

  • A suite of multivariate methods and data visualization tools that implement profile analysis and cross-validation.

  • An extension for jamovi to make it more friendly for introductory statistics students using the Lock5 textbook.


Popular repositories Loading

  1. hemp hemp Public

    Datasets and functions for the Handbook of Educational Measurement and Psychometrics using R.

    R 17 10

  2. lavaan-reproducible lavaan-reproducible Public

    Helpful scripts for running models in lavaan that reproduce published findings

    R 15 2

  3. hemp_code hemp_code Public

    R Code for Handbook of Educational Measurement and Psychometrics Using R

    R 6 2

  4. profileR profileR Public

    Profile Analysis and Its Applications

    R 3 1

  5. R4Atlantis R4Atlantis Public

    R helper package for creating, manipulating, and visualizing Atlantis input files and data

    R 2 1

  6. wesandersonlatex wesandersonlatex Public

    A Wes Anderson color palette for LaTeX based on http://wesandersonpalettes.tumblr.com/

    TeX 2