Opetusohjelma
2014–2015
Arkistoitu opetusohjelma 2014–2015
Selaat vanhentunutta opetusohjelmaa. Voimassa olevan opetusohjelman löydät täältä.
MTTS1
Statistical modelling
10
ECTS
Periods
Language of instruction
English
Type or level of studies
Advanced studies
Course unit descriptions in the curriculum
Matematiikan ja tilastotieteen tutkinto-ohjelma
School of Information Sciences
School of Information Sciences
Learning outcomes
After the course the student will understand typical multilevel and longitudinal data analysis settings, will be able to choose appropriate assumptions and statistical models for their response type and dependence structure, and will be able to perform the analyses with statistical software.
General description
- polytomous and ordinal regression
- generalized additive models
- nonlinear and nonparametric regression
- multilevel models
- modelling continuous and discrete longitudinal data
- missing data
Enrolment for University Studies
Enroll by sending e-mail to mtt-studies@sis.uta.fi by 6.1.2015 at the latest. After this, participate to the first lecture or contact the lecturer.
Teachers
Arto Luoma, Teacher responsible
arto.luoma[ät]uta.fi
Homepage URL
Teaching
Lectures
Thu 15-Jan-2015 - 5-Mar-2015 weekly at 10-12, Pinni B0020
Fri 16-Jan-2015 - 6-Mar-2015 weekly at 10-12, Pinni B0020
Thu 26-Mar-2015 at 12-15, Pinni A2089, exam.
Exercises
Fri 23-Jan-2015 - 6-Mar-2015 weekly at 12-14, Pinni B0020
Seminar
Thu 9-Apr-2015 - 30-Apr-2015 weekly at 12-14, Pinni B0016
Exceptions:
Exceptions:
16-Apr-2015
, Pinni B1084
Evaluation
Numeric 1-5.
Further information
Lectures and exercises on period III. Meetings on pediod IV are agreed during the course (meetings/seminars for coursework presentations).
If all the participants of the course are finnish, course is lectured in finnish.