SDS 390 - Spring 2019
  • Home
  • Syllabus
  • Schedule
  • Resources
    • Helpful Links
    • Troubleshooting R Markdown
  • Lecture Slides
    • Basic Psychometrics
    • Path Analysis
    • Intro to Causal Inference
    • Factor Analysis
    • Structural Equation Modeling
    • Estimation and Fit
    • Miscellaneous Topics in SEM
    • Code
    • Exploratory Factor Analysis
    • Confirmatory Factor Analysis
    • Structural Equation Modeling
  • Labs
    • Multiple Regression
    • Psychometrics
    • Path Analysis
    • Factor Analysis
    • Structural Equation Modeling
  • Assignments
    • All Labs
    • Show'Ntell
    • Project

Resources

  • Smith Moodle
  • Basic Math Reviewsheet
  • OpenIntro with Randomization and Simulation
    • PDF of the textbook
    • R packages: openintro and OIdata
    • Click on “Typos and feedback” to send corrections to the authors
    • an online survey
  • RStudio IDE
    • Choose one of two options:
      1. Log on to the Smith College RStudio Server
      2. Download and install RStudio Desktop
        • Download and install R
    • Learn more about R Markdown
      • printable Reference Guide for R Markdown
    • RStudio’s cheatsheets for:
      • R Markdown
      • Data Wrangling with dplyr
      • Data Visualization with ggplot2
    • Packages you should install: mosaic, mosaicData, openintro, OIdata, knitr, markdown
    • Interactive tutorials via swirl and DataCamp
  • Using R with the mosaic package
    • the mosaic package
    • Graphics with mosaic
    • Less Volume, More Creativity
    • Minimal R for Intro Stats: one page handout with R commands
    • mosaic resources
    • A Student’s Guide to R
    • Randomization-based inference using the mosaic package
    • Data Computing at Macalester
  • Quantitative Resources on campus
    • Statistics TAs are available Sunday through Thursday from 7-9 pm in Burton 301
    • visit the Spinelli Center for Quantitative Learning
    • list of single-topic workshops hosted by the Spinelli Center

Webcode by Ben Baumer.

Edited by Randi Garcia.