Statistical Methods (261116)
Learning Outcomes
Curricular Unit (UC) of Statistical Methods has as main objective to provide students of scientific knowledge in statistics. The object of statistical study are phenomena or events that are characterized by uncertainty and it is therefore essential to provide students with information enabling them to predict and estimate, as accurately as possible, the results from the studies in communication, as well as in the business.Study Program
1. Introduction:Brief note on the nature of Statistics
Basic concepts of Descriptive Statistics
Statistical Research Concep
2. Descriptive statistics:
Organization of data in tables and graphs
Sample Features
Statistical variables and measurement scales
Location and dispersion measures
Correlation description
3. Probability:
Basic concepts of probability
Conditional Probability and Independence
Probability distributions
4. Introduction to Inferencial Statistics:
Sampling Basics
Inference and Estimation
Tests of hypotheses
Bibliography
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Principal |
Maroco, J. (2003). Análise estatística com utilização do SPSS. Lisboa: Edições Sílabo. Martinez, L., & Ferreira, A. (2007). Análise de dados com SPSS – Primeiros passos. Lisboa: Escolar Editora. Pallant, J. (2001). SPSS Survival Manual – A Step by Step Guide to Data Analysis Using SPSS for Windows. Philadelphia: Open University Press. Pereira, A. (1999). SPSS – Guia prático de utilização - Análise de dados para Ciências Sociais e Psicologia. Lisboa: Edições Sílabo. |
Secundária |
Aljandali, Abdulkader (2017). Multivariate methods and Dalgaard, P. (2014) Introductory Statistics with R, Springer. Dancey, C.P., & Reidy, J. (2006). Estatística sem matemática para Psicologia – Usando SPSS para Windows. 3ª ed. Porto Alegre: Artmed. Field, A., (2009). Discovering Statistics using SPSS, 3ª ed., Hall, A., Neves, C. e Pereira, A., (2011). Grande Maratona de Estatística no SPSS, Escolar Editora. Montgomery, D. and Runger, G. (1994). Applied Statistics and Probability for Engineers, John Wiley and Sons. Murteira, B., Silva Ribeiro, C., Andrade e Silva, J. e Pimenta, C. (2010) Introdução à Estatística, Escolar Editora. Pedrosa, A. & Gama, S. (2016). Introdução Computacional à Probabilidade e Estatística, Porto Editora. Pestana, M. H. e Gageiro, J., (2003). Análise de Dados para Ciências Sociais: a Complementaridade do SPSS, Sílabo. Pestana, Reis, de E., Andrade R., Calapez, T. & Melo, P. (2015). Siegel (1975). Estatística não-paramétrica para as Ciências do |