Statistics I (271164)
Learning Outcomes
To provide students with knowledge about the fundamental concepts of statistics and acquire skills in the use of specific tools in data analysis (SPSS) in social sciences research.Study Program
I - General concepts of statistical1.1. Types and stages of social research
1.2. Statistical functions
1.3. Populations and samples
1.4. Statistical parametric and nonparametric
1.5. Use of numerical series
II - Data Organization
2.1. Proportions, percentages, ratios and rates
2.2. Frequency distribution
2.3. Graphical representations
III - Measures of central tendency
3.1. Mode, median and mean
IV - Measures of dispersion
4.1. Range
4.2. Mean Deviation
4.3. Variance
4.4. Standard deviation
V - Measures form
5.1. Skewness
5.2. Kurtosis
VI – Correlation
6.1. Pearson
6.2. Spearman
VII - Analysis of Regression
7.1. Regression model
7.2. The line of regression
VIII - Tests of differences between means
8.1. T test for independent groups
8.2. T test for paired groups
8.3. ANOVA (K Samples)
Bibliography
Rocha, H., Martins, R. & Pascoal, R. (2021). Estatística Descritiva para as Ciências Sociais. Edições Sílabo.Negas, E. (2021). Estatística Descritiva. Explicação Teórica, Casos de Aplicações e Exercícios Resolvidos (2ª ed.). Edições Sílabo. https://silabo.pt/catalogo/ciencias-exatas-e-naturais/livro/estatistica-descritiva-elsa-negas/#
Maroco, J. (2021). Análise Estatística com o SPSS Statistics (8ª edição). Reportnumber.