M15-Time-to-Event Analysis (Survival) with applications to Health sciences and Industry

Start op 22.05.2023

AI en Data Science

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° DA22-23-M15 Engels
Tags: Postacademische opleiding

Beschrijving

Description

Analyzing time to an event (disease recurrence, death, employment, breakdown of machinery, first purchase,…) takes an important place in many fields. The presence of both a categorical component (did or did not experience the event) and a time-component, however, brings very specific difficulties that makes time-to-event analysis a field on its own.

For example, what is the meaning of the average time to employment, if a large proportion of your sample is still unemployed? Or how to deal with a patient who died before relapse, when analyzing time to relapse?

This course offers an introduction to time-to-event analysis, starting with the basic concepts and descriptive techniques (Kaplan Meier), introducing regression models (Cox models and parametric models) and the analysis of competing risks and multistate models.

More information to follow.

Fees and registration

Fees and registration form are available on the website of the Academy for Lifelong Learning of the Faculty of Sciences (UGent).

Exam / Certificate

There is no exam connected to this module. If you attend all four sessions you will receive a certificate of attendance via e-mail at the end of the course.

Type of course

This is an on campus course. We offer blended learning options if, exceptionally, you can't attend a class on campus.

Schedule

Two full days in May 2023: Monday May 22 and Tuesday May 23, 2023, from 9 am to 12 pm and from 1 pm to 4 pm

Venue

Faculty of Science, Campus Sterre, Krijgslaan 281, Building S9, Ghent

Course material

Acces to slides and code for the practical sessions

Click here to see the overview of all modules in this year's course in Data Analysis

Cursusnummer:
DA22-23-M15
Type opleiding:
Kort- en langlopende opleidingen
Interessegebied:
AI en Data Science, Wetenschappen
Taal:
Engels
Academiejaar:
2022 - 2023
Startdatum:
22.05.2023
Lesgevers:
Dries Reynders
Contactpersoon:
ipvw-ices@ugent.be
Meer informatie

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