Bootstrapping
Date:
07/07/2014
Organised by:
Soton ESRC DTC / University of Southampton
Presenter:
Professor Guillaume Chauvet (ENSAI, Rennes)
Level:
Advanced (specialised prior knowledge)
Contact:
Mr Glenn Miller
02380 593476
esrcdtc@soton.ac.uk
Description:
By the end of the course participants should be able:
- to understand the purpose behind bootstrapping
- to appreciate how to apply bootstrapping under multistage sampling
- to understand the links between imputation and bootstrapping.
09h30 – 10h30: Revision
- Finite population sampling
- Estimation under finite population sampling
- (Stratified) simple random sampling
- Unequal probability sampling
11h00 – 12h30:
- Bootstrap for sample surveys
- The Efron Bootstrap
- Bootstrap methods in survey sampling
14h00 – 15h00:
- Bootstrap for multistage sampling
- Multistage sampling
- Variance estimation under multistage sampling
- Bootstrap variance estimation
15h30 – 16h30:
- Bootstrap for imputed data
- Simple imputation for item non-response: deterministic imputation, random imputation
- Variance computation under simple imputation
- Bootstrap variance estimation
Cost:
Free
Website and registration:
http://www.southampton.ac.uk/esrcdtc/news/events/2014/07/07_bootstrapping_course.page?
Region:
South East
Keywords:
Nonresponse , Small Area Estimation, Quantitative Approaches (other)
Related publications and presentations:
Nonresponse
Small Area Estimation
Quantitative Approaches (other)