|
| 01/03 |
Introduction |
Slides
(4 pages) |
| |
| 01/05 |
Science in CS |
Slides
(4 pages) |
Is Computer Science Science? (Reading questions)
| |
|
| 01/10 |
Qualitative vs. quantitative research |
Slides
(4 pages) |
| |
| 01/12 |
Study design and validity |
Slides
(4 pages) |
The concept of external validity (Reading questions)
| |
|
| 01/17 |
No class (holiday) |
|
| |
| 01/19 |
Experiment infrastructure |
Slides
(4 pages),
Code |
Science as Amateur Software Development (Reading questions)
| |
|
| 01/24 |
Parametric and non-parametric statistics |
Slides
(4 pages) |
A Practical Guide for Using Statistical Tests to Assess Randomized Algorithms in SE (Reading questions)
| |
| 01/26 |
Statistical analysis with R |
Slides
(4 pages),
Code |
| |
|
| 01/31 |
Significance/confidence/power |
Slides
(4 pages) |
| |
| 02/02 |
In-class exercise |
|
| |
|
| 02/07 |
Common statistical tests |
Slides
(4 pages) |
| |
| 02/09 |
ANOVA |
Slides
(4 pages) |
| |
|
| 02/14 |
(Generalized) linear models |
Slides
(4 pages) |
| |
| 02/16 |
In-class exercise |
|
| |
|
| 02/21 |
No class (holiday) |
|
| |
| 02/23 |
Data visualization and reporting |
Slides
(4 pages) |
| |
|
| 02/28 |
MC methods and bootstrapping |
Slides
(4 pages),
Code |
| |
| 03/02 |
Qualitative research |
Slides
(4 pages) |
| |
|
| 03/07 |
Project presentation |
|
| |
| 03/09 |
Wrap up |
|
| |