Flames course: Missing data

When
20-04-2020 10:00 to 22-04-2020 16:00
Where
UGent - Campus Sterre - Building S9 - PC hybride 3.1 Konrad Zuse – Krijgslaan 281, 9000 Gent
Language
English
Organizer
Emmanuel Abatih
Contact
emmanuel.abatih@ugent.be
Website
https://www.flames-statistics.com/courses-seminars/missing-data/
Add to my calendar

The course will provide an introduction to the issues raised by missing data and it will illustrate the shortcomings of ad-hoc methods.

Abstract

 

The course will provide an introduction to the issues raised by missing data and it will illustrate the shortcomings of ad-hoc methods like deletion, recoding, complete case analysis for 'handling' missing data. Methods like multiple imputation, inverse probability weighting and likelihood procedures for statistical analysis with missing data will be discussed and contrasted. Other topics include some accessible methods for exploring the sensitivity of inference to the missing at random assumption. Special emphasis is given to the problem of missing data into specific contexts (longitudinal studies, time-to-event studies).

Find more events: