Enrollment year
2022/2023
Academic discipline
M-PSI/03 (PSYCHOMETRICS)
Department
DEPARTMENT OF BRAIN AND BEHAVIORAL SCIENCES
Curriculum
PERCORSO COMUNE
Period
2nd semester (27/02/2023 - 09/06/2023)
Lesson hours
36 lesson hours
Activity type
WRITTEN TEST
Prerequisites
Standard knowledge of methodology and statistics as ordinarily taught in bachelor degrees.
Learning outcomes
The aim of the course is to provide the student with the skills necessary to successfully perform data analysis by means of inferential statistics.
Course contents
Recapitulation of statistical inference, sample distributions, parameter estimation.
Recapitulation of simple statistical models (t-test, one- and two-way ANOVA)
Models of simple and multiple linear regression, assumptions and application contexts.
Regression models including random factors (multilevel models).
Comparison between frequentist and Bayesian analysis methods.
All analysis methods will be presented in practical/applicational form, by means of dedicated software (more detail in due course).
Teaching methods
Official guidelines of the University will be followed.
Reccomended or required readings
Lecture slides
More info will be provided in due course
Assessment methods
Written exam
Sustainable development goals - Agenda 2030
Università di Pavia - Offerta formativa