Materials From Class – Fall 2021

Stat 343
Probability and Statistics
Fall 2021

[RStudio@Calvin] [From Class] [Calendar] [WebWork] [Homework]

Here is where you can find things used, handed out, or mentioned in class.

By Date

After Test 2

12/07/2021

Bootstrap confidence intervals (examples)

11/22/2021

Swimming in Syrup (data in abd::SyrupSwimming)

11/19/2021

Creating simulations to check robustness of t-based procedures

11/04/2021

Sampling Distributions

Between Test 1 and Test 2

Distributions and their relationships
- Interactive
- PDF

Before Test 1

9/24/2021

Power Calculations (Binomial Test)

9/13/2021

The Birthday Problem and writing R functions [HTML] [Rmd]

9/10/2021

COVID data from Israel

Some R/RStudio stuff

By Topic

Textbook

Errata list for textbook

Hypothesis Testing

Power Calculations (Binomial Test)

R Stuff

Installing R/RStudio on your computer

R packages for Stat 343

R Tutorials

R Intro using iris data
ggformula – Intro
- also available in RStudio using learnr::run_tutorial("introduction", package = "ggformula")
ggformula – Refining plots
- also available in RStudio using learnr::run_tutorial("refining", package = "ggformula")

RStudio

Calvin’s RStudio server
Getting Started with R Markdown
Mathematics in R Markdown
- “Handout”
- A short video by Professor Scofield
RStudio Getting Started Videos by Nick Horton at Amherst. (Note: you will need to use the Calvin RStudio address rather than the one for Amherst students.)
RStudio’s web site
- Cheat Sheets
- More about R Markdown
First look at R

Articles

Helper/Hinderer article (Nature, 2007).
- example videos from the study
How to Communicate Statistical Findings (Jane E. Miller)

Other Materials from Class

Distributions and their relationships
- Interactive
- PDF

Sampling Distributions