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Helpful Hints on Getting Data Ready
| Step | Due Date |
|---|---|
| Data Selection/Project Proposal | Feburary 16 |
| Data Reading/Check In | March 2nd |
| Presentations | Mach 25th |
| Title | Author | Journal | Year | Quiz Date |
|---|---|---|---|---|
| Tidy Data | Hadley Wickham | Journal of Statistical Software | 2014 | 2/04 |
| Somewhere Over the Rainbow: An Empirical Assessment of Quantitative Colormaps | Yang Liu & Jeffrey Heer | Conference on Human Factors in Computing Systems Proceedings | 2018 | 2/20 |
| Science and Statistics | George Box | Journal of the American Statistical Association | 1976 | 04/06 |
| ASA Statement on P-Values | Wassertein et al | The American Statistician | 2016 | 04/20 |
Please note that you are fully allowed (encouraged even!) to visit during office hours to talk about the required reading if you’d like. I’m glad to chat about it and discuss any questions you might have. Also please note that I’d like you to understand the broad strokes of the paper/what the author is getting at. I will avoid quizzing you over the nitty-gritty details.
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Wed 1/21 | Syllabus | Start of Class R Stuff | - |
| Introduction | - | IMS Sections 1.2.1-1.2.3 | |
| Friday 1/23 | Basics of R | Lab 1 |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Mon 1/26 | Data Visualization | ||
| Wednesday 1/28 | ggplot2 | ggplot2 lab | |
| critique 2 | |||
| accessibility in graphics | |||
| Friday 1/30 | Numeric Summaries | See Canvas for Video |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Monday 2/2 | Correlation | ||
| Wednesday 2/4 | Simple Linear Regression | ||
| Friday 2/6 | Finish Simple Linear Regression | SLR Lab | |
| Code Along Finished for Correlation | |||
| Code Along Finished for Simple Linear Regression |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Monday 2/2 | SLR: Transformations | ||
| Wednesday 2/4 | Lego Code Along for Transforms | ||
| Friday 2/6 | Regression with Indicators if time | Lego Code Along for Transforms Finished |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Monday 2/16 | Regression with Indicators | Linear Regression Exploration | |
| Wednesday 2/18 | Practice worksheet and continue lab | ||
| Friday 2/20 | Multiple Regression |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Monday Feb 23 | Review and Practice | ||
| Wednesday Feb 25 | probability |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Monday March 2 | Permutation Tests | How to Write a CSV | |
| Wednesday March 4 | Normal Distribution |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Monday March 23 | Sampling Distributions | ||
| Wednesday March 25 | Experiments | Probability Homework | |
| Friday March 27 | Presentation Day |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Monday March 23 | Sampling for Observational Studies | ||
| Wednesday April 1 | Z-tests | ||
| Friday April 3 | Finish Z-tests | Practice Problems |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| Monday 4/6 | Confidence Intervals | Confidence Interval Simulator | |
| Friday 4/10 | Finish Confidence Intervals | https://www.stat2games.sites.grinnell.edu/games/shapesplosion.html |
| Date | Lecture | Lab | Suggested Reading |
|---|---|---|---|
| April 13 | t-tests and confidence intervals | ||
| April 15 | 3 more inferences |
Welcome to the course website for SAT 209, Applied Statistics. To begin, you can find the course syllabus linked below:
You can locate course content by scrolling, or by using the outline in the upper left. Please note: material will not be posted until we’ve reached that point in the course.