Overview
- Introduction to probability and descriptive statistics (Dr. Maria Francesca Carfora)
- The Normal Distribution and Sampling. Other distribution of interests (Dr. Maria Francesca Carfora)
- Statistical inference: Confidence intervals (Dr. Antonella Iuliano)
- Statistical inference: Hypothesis tests (part I) (Dr. Annamaria Carissimo)
- Statistical inference: Hypothesis tests (part II) (Dr. Annamaria Carissimo)
- Linear regression and correlation (Dr. Daniela De Canditiis)
- Multiple linear regression (Dr. Italia De Feis)
- Principal component analysis (Dr. Italia De Feis)
- Practical examples session (Dr. Claudia Angelini)
- Practical example session (Dr. Claudia Angelini)
Lessons: about 2 hours of theory (i.e., 1 h and 45 minutes of effective time) plus 1 h examples and discussion (i.e., about 45minutes effective time)
Lesson 1: January 12 from 9:00 to 12:00
Lesson 2: January 19 from 9:00 to 12:00
Lesson 3: January 21 from 10:00 to 13:00
Lesson 4: January 26 from 9:00 to 12:00
Lesson 5: January 28 from 9:00 to 12:00
Lesson 6: February 2 from 9:00 to 12:00
Lesson 7: February 9 from 9:00 to 12:00
Lesson 8: February 16 from 9:00 to 12:00
Lesson 9: February 23 from 9:00 to 12:00
Lesson 10: March 2 from 9:00 to 12:00