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Ano Letivo: 2013/14

Engenharia Informática

Probabilities and Statistics

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Publication in the Diário da República: Despacho n.º16228/2009 - 15/07/2009

6 ECTS; 2º Ano, 1º Semestre, 28,0 T + 14,0 PL + 28,0 TP + 5,0 OT , Cód. 911911.

Lecturer
- Luis Miguel Lindinho da Cunha Mendes Grilo
- Maria João da Costa Antunes Inácio

Prerequisites
Mathematical Analysis and Algebra

Objectives
Provide the students with the basics of some key techniques and methodologies of Statistics, mainly quantitative, so that they can design and implement solutions to different problems under uncertainty conditions.

Program
1. Probability (axioms and theorems), 2. discrete and continuous random variables; 3. Some theoretical probability distributions (discrete and continuous); 4. Sampling(mean, variance and sample proportion)
5. Point and interval estimation parameters,
6. Parametric hypothesis tests (mean, variance and population proportion);
7.Correlation and simple linear regression

Evaluation Methodology
Continuous assessment:two written tests; Examination assessment: one written test.

Bibliography
- Pedrosa, A. e Gama, S. (2004). Introdução Computacional à Probabilidade e Estatística. Porto - Portugal: Porto Editora
- Cabral, J. e Guimarães, R. (2007). Estatística. Lisboa - Portugal: McGraw-Hill

Teaching Method
Lectures, tutorials and laboratory classes.

Software used in class

 

 

 


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