HCI 522 slides
Below are slides (.pdf), R code (.R) extracted from the code that generated the slides, and YouTube links to recorded videos.
PDF Slides
If the files are ever not available here, you can find them here.
Statistical Methods
| Topic | slides | code | data |
|---|---|---|---|
| Introduction | R | keyboard.csv | |
| Scientific Process | R | ||
| Probability | R | ||
| Binomial distribution | R | ||
| Binomial analysis | R | ||
| Normal distribution | R | ||
| Normal analysis | R | heights.csv | |
| Statistical inference | R | ||
| Review | R | emergency.csv nielsen.csv |
Regression
| Topic | slides | code | data |
|---|---|---|---|
| Simple linear regression | R | ||
| Categorical independent variables | R | mouse.csv | |
| Experimental Design | R | ||
| Regression with logarithms | R | ||
| Poisson and logistic regression | R | ||
| (Simple) logistic regression | R | ||
| Multiple regression | R | ||
| Multiple regression examples | R | ||
| Poisson regression | R | ||
| Logistic regression | R | ||
| ANOVA | R | mouse.csv | |
| P-values | R | mouse.csv | |
| Interactions | R | longnosedace.csv | |
| Interactions in regression | R | ||
| Interactions in GLMs | R | ||
| Crossover designs | R |
Scientific Methods
| Topic | slides | code | data |
|---|---|---|---|
| Surveys | R |
Group Project
| Topic | slides |
|---|---|
| Overview | |
| Scientific questions | |
| Annotated bibliography | |
| Introduction | |
| Methods | |
| Code | |
| Results | |
| Discussion | |
| Presentation |