Course of
Statistical Models
Academic Year 2014-15

Teachers

Andrea Pugliese (office hours: Monday 9-10.30)

Michele Filosi (office hours: Monday 17-18.30)

Program
Data.
- rar version It should work under all operating systems and decompress it with "tar -xzvf dati.gz"
- zip version It is a larger file, but should work fine under Windows
Rules for the exam.
Written tests.
First set of problems. New
Notes (and script R ) on some topics (some are in Italian) [includes summary of elementary statistics (final version!) and first instructions in R]
R command summary
Lesson 1 16/02/2015:
- Intro to statistical Models
- Intro to R, Excercises, exercise solutions and the dataset BodyTemperature.txt used in the exercises.
Lesson 2 19/02/2015:
- Intro to R 2, Excercises, exercise solutions, the dataset SA_heart_sub.dataand the dataset info SAheart.info.txt used in the exercises.
Lesson 3 23/02/2015:
Linear models. Orthogonal projection. Estimation. See notes on linear models.
Lesson 4 26/02/2015:
- Statistical tests and exercise solutions.
Lesson 5 02/03/2015:
- Linear Regression and dataset saltbp.
- Exercise solution.
Lesson 6 05/03/2015:
- Estimation in linear models and example in R.
Lesson 7 09/03/2015
- Lab Exercise and melting_temp dataset.
- Exercise solution
Lesson 8 12/03/2015
- Script with 2-way ANOVA, polynomial regression, logistic regression and notes on generalized linear models. Datasets rats and pressione used by the script.
Lesson 9-10 16,19/03/2015
- Anova model, script and dataset pressione.txt used in class and exercises.
Download the homework assignment here
Datasets:
- 175257
- 173584
- 172943
- 175197
- 175421
- 173577
- 174629
- 169471
- 175897
- 176455
- 174140
- 174055
- 173559

Andrea Pugliese

March 20, 2015

Course of Statistical Models Academic Year 2014-15

Download the homework assignment here

Course of
Statistical Models
Academic Year 2014-15