Este artigo é privado e está apenas disponivel para membros do grupo: Alunos de Statistics I (EST1-G-E) 1 Semestre - 2016/2017 ou Professores de Statistics I (EST1-G-E) 1 Semestre - 2016/2017
Detailed programme
Chapter 1 - Probability
1.1 Introduction
1.2 Sample space. Events.
1.3 Measure of probability - Kolmogorov postulates and properties
1. 4 Methods of enumeration
1. 5 Conditional probability. Bayes theorem
1. 6 Independent events.
Chapter 2 - Univariate random variables
2.1 Random variable
2.2 Cumulative distribution function
2.3 Classification of random variables
2.4 Functions of random variables
2.5 Expected values
2.6 Moments
2.7 Order parameters
Chapter 3 - Multivariate random variables
3.1 Two-dimensional random variables
3.2 Two-dimensional discrete variables
3.3 Two-dimensional continuous variables
3.4 Expected values and moments of two-dimensional variables
Chapter 4 - Some important distributions
4.1 Discrete Uniform distribution
4.2 Bernoulli and Binomial distributions
4.3 Poisson distribution
4.4 Continuous Uniform distribution
4.5 Normal distribution
4.6 Exponential distribution
4.7 Gamma and Chi-squared distributions
4.8 Central limit theorem