Bachelor's degree in Psychiatric Rehabilitation Techniques (to qualify as a psychiatric rehabilitation expert)(Verona)

Medical statistics, epidemiology, informatics and research methodology - STATISTICA MEDICA

Course code

4S000206

Name of lecturer

Simone Accordini

Number of ECTS credits allocated

2

Academic sector

MED/01 - MEDICAL STATISTICS

Language of instruction

Italian

Site

VERONA

Period

TERP VR e ROV 2 ANNO - 2 SEMESTRE dal Mar 16, 2015 al May 15, 2015.

To show the organization of the course that includes this module, follow this link Course organization

Lesson timetable

To view lesson hours, consult click in order to view the timetable here  

Learning outcomes

The course "Medical Statistics" is aimed at providing the basic tools for summarizing the information collected on a sample of subjects, for calculating the probability of one or more health events, and for generalizing the information collected on a sample to the target population.

Syllabus

1) Medicine, scientific research and statistics
2) The measurement process in medicine: measurement scales, validity, precision and accuracy
3) Statistical variables and frequency distributions
4) How to summarize the distribution of one or more variables: measures of location and dispersion, contingency tables
5) An introduction to probability theory: definitions, basic rules of probability, independent and conditional probability, random variables, Gaussian distribution
6) How to assess the validity of a diagnostic tool: sensitivity and specificity, ROC curves
7) An introduction to statistical inference: an outline of sampling theory, the sampling distribution of an estimator, confidence interval, the elements of a statistical test (null hypothesis and alternative hypothesis, type I and type II errors, power of a statistical test, p-value), z test and t-test, chi-squared test

Assessment methods and criteria

Teaching aids

Documents

•   0.1 Voti esami I° appello (4 giugno 2015)   (pdf, it, 22 KB, 18/06/15)
•   0.2 Voti esami II° appello (18 giugno 2015)   (pdf, it, 22 KB, 18/06/15)
•   1.0 Programma   (pdf, it, 56 KB, 04/06/15)
•   1.1 Lezione 1   (pdf, it, 96 KB, 27/03/15)
•   1.2 Lezione 2   (pdf, it, 194 KB, 27/03/15)
•   1.3 Lezione 3   (pdf, it, 320 KB, 27/03/15)
•   1.4 Esercizi - Lezioni 2 e 3   (pdf, it, 65 KB, 27/03/15)
•   1.5 Lezione 4   (pdf, it, 274 KB, 27/03/15)
•   1.6 Lezione 5   (pdf, it, 21 KB, 27/03/15)
•   1.7 Esercizi - Lezioni 4 e 5   (pdf, it, 51 KB, 27/03/15)
•   1.8 Lezione 6   (pdf, it, 250 KB, 27/03/15)
•   1.9 Lezione 7   (pdf, it, 140 KB, 27/03/15)
•   2.1 Esercizi - Lezioni 6 e 7   (pdf, it, 212 KB, 27/03/15)
•   2.2 Lezione 8   (pdf, it, 112 KB, 27/03/15)
•   2.3 Esercizi - Lezione 8   (pdf, it, 141 KB, 27/03/15)
•   2.4 Esercizi statistica descrittiva   (pdf, it, 62 KB, 27/03/15)
•   2.5 Esercizi statistica descrittiva - Soluzioni   (pdf, it, 113 KB, 27/03/15)
•   2.6 Lezione 9   (pdf, it, 893 KB, 27/03/15)
•   2.7 Lezione 10   (pdf, it, 394 KB, 27/03/15)
•   2.8 Esercizi probabilità   (pdf, it, 20 KB, 27/03/15)
•   2.9 Esercizi probabilità - Soluzioni   (pdf, it, 32 KB, 27/03/15)
•   3.1 Lezione 11   (pdf, it, 434 KB, 27/03/15)
•   3.2 Lezione 12   (pdf, it, 252 KB, 27/03/15)
•   3.3 Esercizi inferenza   (pdf, it, 16 KB, 27/03/15)
•   3.4 Esercizi inferenza - Soluzioni   (pdf, it, 43 KB, 27/03/15)