Cursos / 1º Ciclo / Faculty of Economy and Business Management :: Business Management
ANÁLISE DE DADOS - 2023/2024
1º curricular year
Semestralidade: 1st semester
ECTS: 6
Teachers
Leading Teacher: Prof. Doutora Paula Rodrigues
Assistant Professor: Prof. Doutora Paula Rodrigues
Class type and School hours
Orientação Tutorial : 1 Horas
Teórico-prática : 2 Horas
Teaching Language
Portuguese
Main Aims/Objectives
As part of the curriculum of a Management Degree, Data Analysis aims to provide students with an overview of the use of applied quantitative methods, while promoting the development of a sustainable awareness regarding the responsible use of resources and minimising the environmental and social impact of management practices.
Specific Aims/Objectives
It is intended to provide students the knowledge and enough instruments which relate to the use of logic and statistical methods in the quantitative study of the environment, based on the collection, interpretation and quantification of data, using exemples of sustainability.
Skills to be acquired
Understand the techniques that allow the collection of data in economics.
Understand the methods of quantification of data.
To understand the differences between the various techniques for data analysis.
Understand the use of the results.
Teaching Procedures
Theoretical and practical exercises solved on the same concepts are developed. Students will have a set of exercises to practice the skills acquisition
Programme
Introduction to Data Analysis
1.1. Population and Sample
1.2. Classification of Data
2 Descriptive analysis of data - Basic concepts of descriptive statistics
2.1. Location measures
2.2. Measures of variability
2.3. graphical representations
3 Models of Correlation
3.1. correlation
4 Linear Regression Models
4.1. Estimation of Linear Regression Models
4.2. The coefficient of Determination Test and Global Significance of Model
Evaluation Type
Students will be assessed according to the assessment regime of Lusiada Universities.
Teaching Resources
The lectures will be given using electronic means and SPSS software. Will be provided a set of more practical exercises for students to acquire skills. All material support classes will be placed on the e-learning system at the University.
Sustainability Objectives
Keywords
data,
sample,
statistics
analysis
Main Bibliography
Author | RODRIGUES, Paula; PINHO, Micaela, OLIVEIRA, Rodrig |
---|---|
Title | Estatística em Ciências Humanas e Sociais |
Edition | 2ª |
Place | Lisboa |
Editor | Universidade Lusíada Editora |
Year | 2016 |
Author | João Marôco |
Title | Análise Estatística com o SPSS Statistics |
Edition | 8ª |
Place | Lisboa |
Editor | ReportNumber |
Year | 2021 |
Author | FINCH, Victor |
Title | Data Analysis to Beginners: Your ultimate Guide to |
Edition | 1ª |
Editor | Create Space Independent Publishing Plataform |
Year | 2017 |
Complementary Bibliography
Author | DORSEY, Richard |
---|---|
Title | Data Analytics: Become a master in Data Analytics |
Author | WINSTON, Wayne |
Title | Microsoft Excel Data Analysis and Business Modelin |