Topic outline
- General
- Chapter 1: GeneralitiesThis topic
Chapter 1: Generalities
Basic definitions and general framework
- Chapter 2: Random variables
Chapter 2: Random variables
Definition of Random variables, mostly in the discrete and continuous real cases.
Basic definitions: Cumulative distribution function, probability law, density function
Examples both in the discrete and continuous cases
- Chapter 3: Couple of Random Variables
Chapter 3: Couple of Random Variables
In this Chapter, main focus on two random variables, with:
- joint laws
- marginal laws
- bi-normal law
Please note that I will not upload the slides of this Chapter: I will do it in three weeks. Meanwhile, I will use the white board or a numerical tablet to show you by hands the details.
- Chapter 4: Limit Theorems
Chapter 4: Limit Theorems
Weak, Strong law of large numbers
Central Limit Theorem
Please note that I will not upload the slides of this Chapter: I will do it in three weeks. Meanwhile, I will use the white board or a numerical tablet to show you by hands the details.
- Chapter 5: Descriptive Statistics
Chapter 5: Descriptive Statistics
General Introduction to basic notions and definitions of Descriptive Statistics.
Use of R Software, through RStudio.
Please note that I will not upload the slides of this Chapter: I will do it in three weeks. Meanwhile, I will use the white board or a numerical tablet to show you by hands the details.