Research Methods Festival Programme
Programme for: Thursday 1st July am
Venue: See conference programme
Bookings for the conference have closed.
Statistics: modelling complex processes
9:30 - 1:00
Chair: Chris Skinner,
University of Southampton
| 9:30 – 10:30 |
Using
repeated measures data to analyse reciprocal effects: the case of
Economic Perceptions and Economic Values
Patrick Sturgis, University of Surrey
Peter Smith, Ann Berrington
and Yougjian Hu, University of Southampton
RMP
Project page
This paper will focus on the importance
of modelling error variance and covariance structures when examining
(possibly) reciprocal effects.
Slides
Discussant: Steve
Fisher, University of Oxford
|
| 10:30 – 11:30 |
Addressing
the problem of endogeneity in estimating area effects
Simon Burgess, University of Bristol
RMP
Project page
Slides
Discussant: Peter
Dolton, University of Newcastle and and London School of Economics
|
| 11:30 – 12:00 |
Coffee |
| 12:00 – 1:00 |
Missing data in multilevel
models
James Carpenter, London School of Hygiene and Tropical Medicine
RMP
Project page
Slides
We begin by briefly reviewing
the problems introduced by missing data and how they affect the
validity of standard analyses.
We then discuss the analysis
of multi-level data sets with missing responses and give an example
of a sensitivity analysis.
Finally, motivated by a study of the effect of class size on educational
achievement, we compare multiple imputation and efficient inverse
probability weighting methods for handling missing covariates.
Discussant: Andrew Pickles, University of Manchester
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