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Research and Statistics II

Code: 5107     Acronym: IEII

Keywords
Classification Keyword
OFICIAL Educational Sciences

Instance: 2012/2013 - 2S (of 01-02-2013 to 31-07-2013)

Active? Yes
Responsible unit: 2º Ciclo Mestrados e Pós-Graduações
Course/CS Responsible: Master in Oral Surgery

Cycles of Study/Courses

Acronym No. of Students Study Plan Curricular Years Credits UCN Credits ECTS Contact hours Total Time
MCOB 6 Master in Oral Surgery - Study Plan 2010/2011 1 - 2 18 54
Mais informaçõesLast updated on 2025-10-18.

Fields changed: Curricular Unit support software, Complementary Bibliography, Mandatory literature, Bibliografia Complementar, Bibliografia Obrigatória, Componentes de Avaliação e Ocupação

Teaching language

Portuguese

Objectives

Advanced Statistics Module

The implementation of medical procedures based on scientific evidence is a priority, as well as the realization that the desired effects may result from the influence of many factors. For this reason, it is intended that students acquire skills in implementing and analyzing results based on multivariate statistical methods to combine the influence of the determinants of disease causation. Also, it is intended to acquire skills in obtaining statistical forecasting models with scientific validity, and recognize the fundamental role played by statistical significance and clinical significance in achieving a scientifically valid medical knowledge.


Learning outcomes and competences

It is intended that students will be able to design and implement all phases of a research study and having a critical analysis of previously published articles. In special, concerning statiscal anlaysis methods. Finally, it is intended that students know to interpret the multifactorial causation in one or more outcomes.

Working method

Presencial

Pre-requirements (prior knowledge) and co-requirements (common knowledge)

Basic methods in statistical analysis.

Program

Advanced Statistics Module  

One-way Anova; Two-Way ANOVA; Multivariate ANOVA

Kruskal-Wallis test and Friedman test.

Simple and Multiple Linear Regression,

Logistic Regression

Association and causality - Confounders

Mandatory literature

Daniel , Wayne W.; Biostatistics : a foundation for analysis in the heath sciences. ISBN: 978-0471-45654-4
Marôco , João; Análise estatística - com utilização do SPSS. ISBN: 978-972-618-452-2
Sá , Joaquim Pontes Marques de; Applied statistics using SPSS, STATISTICA, MATLAB and R. ISBN: 978-3-540-71971-7

Complementary Bibliography

Oliveira , A. Gouveia de; Bioestatística, epidemiologia e investigação : teoria e aplicações. ISBN: 978-972-757-558-9

Teaching methods and learning activities

Lectures and practices supported by electronic means.

Software

SPSS

Evaluation Type

Evaluation with final exam

Assessment Components

Description Type Time (hours) Weight (%) End date
Attendance (estimated) Participação presencial 18,00 100,00
Total: - 100,00

Amount of time allocated to each course unit

Description Type Time (hours) End date
Frequência das aulas 18
Total: 18,00

Eligibility for exams

Presence of a minimum number of classes (75%) accordingly of  amount lectures

Calculation formula of final grade

Final assessment = Final written exam
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