Course taught by Hien Nguyen, La Trobe University, at the University of Caen, Normandy, from 14 November to 6 December, 2018.
The primary resource for this course is the set of slides Slides.pdf.
- 14 November 2018.
- Slides 1--39.
- 15 November 2018.
- Slides 40--67.
- Additional visualization added on Slide 68.
- 21 November 2018
- Slides 69--104.
- 22 November 2018
- Exercises 1.
- 28 November 2018
- Slides 105--131.
- 29 November 2018
- Exercises 2.
- 05 December 2018
- Slides 132--173.
- Exercises 3.
Exercises 1 can be accessed via the link: http://htmlpreview.github.io/?https://github.com/hiendn/CaenOptimization2018/blob/master/Exercises1.html. Solution codes are available in the respository and are labelled as exercise1_X.R.
Exercises 2 is available as the PDF document Exercises2.pdf.
Exercises 3 is available as the PDF document Exercises3.pdf.
Matrix Cookbook: https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf. A nice introduction to mixed-effects models and applications: https://stats.idre.ucla.edu/other/mult-pkg/introduction-to-linear-mixed-models/.
If you find any errors in the slides, please let me know via the issues page of the repository: https://github.com/hiendn/CaenOptimization2018/issues.