Base Knowledge
Not applicable
Teaching Methodologies
All classes will be theoretical and practical. In them will be learned basic concepts of Descriptive and Inferential
Statistics, using whenever possible real situations.
Throughout the classes will be further provided the use of technology for data processing, specifically the SPSS
computer software and graphing calculator.
The evaluation will respect the provisions of the Internal Regulation of the Higher School of Education, so that students
can choose one of two ways: frequency of assessment or evaluation by examination.
a) Evaluation by frequency
The marks obtained in evaluation mode for frequency result from the sum of the following components:
– two tests quoted 0-8,5 values (85%).
– a work group quoted 0-3 values (15%).
b) Final exam.
Learning Results
Students should:
– Acquire and understand the essential knowledge on Descriptive Statistics and Inferential Statistics demonstrating its
usefulness on sports context including: performance description and understanding relationships, decision making
and ability to change on sports context;
– learn how to project and to apply intelligently Statistics, with emphasis on the exploration of statistical procedures
and interpretation of results of human performance;
– know statistical methods and find solutions for problems about sports issue.
Program
1. Purpose of Statistics. The Statistical problem. Statistical Methodology. Sample. Sampling methods.
2. Descriptive Statistics – Measurement; types of scales, frequency distributions and graphical methods for
summarizing data. Measurements of position (and other central tendency) and measures of dispersion. Normal Curve
and “scores” standard.
3. Correlation variables. Spearman and Pearson correlation coefficients. Regression Analysis: determining the equation
of the regression line.
4. Introduction to Inferential Statistics. Hypothesis testing and confidence intervals.
Grading Methods
- - Exam - 100.0%
- - Elements of continuous assessment - 100.0%
Internship(s)
NAO
Bibliography
Barroso, M; Sampaio, E; Ramos, M (2003). Exercícios de estatística descritiva para as ciências sociais. Lisboa: Edições
sílabo.
Laureano, R. (2011). Testes de hipótese com o SPSS: o meu manual de consulta rápida. Lisboa: Edições Sílabo.
Levin, J. (1987). Estatística Aplicada às Ciências Humanas. S. Paulo: Harbra.
Maroco, J. (2011). Análise Estatística com ultização do SPSS Statistics. Lisboa: Repo
Marroco, J; Bispo, R. (2003). Estatística aplicada às ciências sociais e humanas. Lisboa: Climepsi editores
Moreira, A.; Moutinho, V.; Macedo, P.; Costa, M. C. (2011). Exercícios de Estatística – Com
Recurso ao SPSS. Lisboa: Edições Sílabo.
Ntoumanis, N. (2001). A step-by-step guide to SPSS for sport and exercise studies. London: Routledge.
O’Donoghue, P. (2012). Statistics for Sport and Exercise Studies. London: Routledge.
Pinto, R. (2012). Introdução à análise de dados: com recurso ao SPSS. Lisboa: Edições Sílabo.
Reis, E. (1996). Estatística Descritiva. Lisboa: Edições Sílabo.