Tentative Schedule

Module 0: Review & R Foundations

  • Topics:
    • Summary statistics
    • Data visualization
    • Introduction to R
  • Slides:
  • Practice (due M 06/23 M 06/30):
  • Quiz: open at 1:15, close end of day F 06/20
    • See Canvas
  • Housekeeping from class:
    • Please join our Discord server if you have not already.
      • Moving forward, all announcements will be made on Discord.
    • We did not have enough time to get through the lab portion. We will start class on T 06/24 by completing today’s lab.
      • Dr. Seals has corrected all dropboxes and corresponding due dates on Canvas.
  • Catch up:
    • Lab from T 06/16 (summaries and graphs)
      • New due date: M 06/30
  • Topics:
    • Lecture
    • Statistical inference:
      • Confidence intervals
      • Hypothesis testing
    • One-sample mean
  • Slides:
  • Quiz: see Canvas

Module 1: Exploring Continuous Outcomes in Two Groups

  • Topics:
    • t-test assumptions
      • normality
      • equal variance
    • two-sample medians
      • Wilcoxon rank sum
      • Wilcoxon signed rank
  • Slides:
  • Practice (due M 07/07):
    • .html:
    • .qmd:
  • Quiz: see Canvas
  • Review topics:
    • two-sample t-test
    • dependent t-test
    • Wilcoxon rank sum test
    • Wilcoxon signed rank test
  • Slides:
  • Project 1 (due M 07/14): see Canvas

Module 2: Exploring Continuous Outcomes in More Than Two Groups

  • Topics:
    • One-way ANOVA
      • posthoc testing
    • ANOVA assumptions
    • Kruskal-Wallis
      • posthoc testing
  • Slides:
    • .html:
    • .qmd:
  • Practice (due M 07/14):
    • .html:
    • .qmd:
  • Quiz: see Canvas
  • Topics:
    • Two-way ANOVA
      • posthoc testing
      • profile plots
  • Slides:
    • .html:
    • .qmd:
  • Practice (due M 07/21):
    • .html:
    • .qmd:
  • Quiz: see Canvas
  • Review topics:
    • one-way ANOVA
    • Kruskal-Wallis
    • two-way ANOVA
  • Slides:
    • .html:
    • .qmd:
  • Project 2 (due M 07/21): see Canvas

Module 3: Exploring Regression Modeling

  • Topics:
    • Simple linear regression
    • Bivariate correlation
    • Multiple regression
    • Regression diagnostics
  • Slides:
    • .html:
    • .qmd:
  • Practice (due M 07/28):
    • .html:
    • .qmd:
  • Quiz: see Canvas
  • Review topics:
    • Simple linear regression
    • Bivariate correlation
    • Multiple regression
    • Regression diagnostics
  • Slides:
    • .html:
    • .qmd:
  • Project 3 (due M 07/28): see Canvas
  • Quiz: see Canvas

Module 4: Exploring Categorical Outcomes

  • Topics:
    • Proportions
      • One sample
      • Two sample
      • More than two samples
    • Contingency tables
  • Slides:
    • .html:
    • .qmd:
  • Practice (due M 08/04):
    • .html:
    • .qmd:
  • Quiz: see Canvas
  • Review topics:
    • Proportions
      • One sample
      • Two sample
      • More than two samples
    • Contingency tables
  • Slides:
    • .html:
    • .qmd:
  • Project 4 (due M 08/04): see Canvas
  • Quiz: see Canvas