Assignments
Labs
Lab assignments are an opportunity to put the concepts from the notes into practice to answer questions about a real data set. Your lab report should be a pdf file generated from a fully reproducible qmd file. For a helpful R reference, see base R, data visualization (ggplot2), and data wrangling (dplyr).
Worksheets
Worksheets are pen-and-paper practice problems that we work on in class. The goal of the worksheets is simply practice: they help you drill the techniques needed to complete the labs.
- WS: Taxonomy of Data
- WS: Summarizing Categorical Data
- WS: Summarizing Numerical Data
- WS: A Grammar of Graphics
- WS: Conditioning
- WS: Summarizing Numerical Associations
- WS: Summarizing Numerical Associations
- WS: Probability Foundations
- WS: Computing Probabilities
- WS: Probability Distributions
- WS: Random Variables
- WS: Expected Value and Variance
- WS: Continuous Distributions and Normal Approximations
- WS: Sampling Distributions
- WS: Bootstrapping
- WS: Hypothesis Testing
- WS: Hypothesis Tests II
- WS: Wrong by Design
- WS: Causal Effects in Observational Studies
- WS: Using Time to Measure Causal Effects
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