2024
Statistics Applied to Human and Social Sciences
Name: Statistics Applied to Human and Social Sciences
Code: MAT12644L
6 ECTS
Duration: 15 weeks/156 hours
Scientific Area:
Mathematics
Teaching languages: Portuguese
Languages of tutoring support: Portuguese, English
Regime de Frequência: Presencial
Sustainable Development Goals
Learning Goals
To acquire basic knowledge of the main topics in Probability and Statistics.
To acquire the skills necessary for a critical understanding of statistical information in the area of ??Human and Social Sciences (in articles, works, media, among others).
To be able to apply appropriate statistical methods, emphasizing the interpretation of the results.
To acquire the skills necessary for a critical understanding of statistical information in the area of ??Human and Social Sciences (in articles, works, media, among others).
To be able to apply appropriate statistical methods, emphasizing the interpretation of the results.
Contents
Descriptive statistics
Introduction to probability
Random variables : unidimensional and bidimensional
Main probability distributions
Point estimation and confidence intervals
Hypothesis testing
Goodness of fit and independence tests
Other non-parametric tests
Correlation and linear regression
Use of statistical software.
Introduction to probability
Random variables : unidimensional and bidimensional
Main probability distributions
Point estimation and confidence intervals
Hypothesis testing
Goodness of fit and independence tests
Other non-parametric tests
Correlation and linear regression
Use of statistical software.
Teaching Methods
Theoretical and practical lessons. When appropriate, use of projection slides. Introduction of theoretical concepts using examples covering various areas of application.
Students' motivation for going to lessons as well as continued monitoring of the subject taught.
Students' motivation for going to lessons as well as continued monitoring of the subject taught.
Assessment
The assessment is planned to be continuous through two frequencies. It may also include individual or group work. Non continuous assessment through final exams.