Fitting Models to Complex Survey Data: Which Approach Should We Follow and What is Required?
Lead Research Organisation:
University of Southampton
Department Name: Statistical Sciences Research institute
Abstract
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Organisations
Publications
Danny Pfeffermann (Author)
(2011)
Modelling of complex survey data: Why model? Why is it a problem? How can we approach it?
in Survey Methodology
| Description | 1- Fitting Statistical Models to Complex Survey Data; |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Primary Audience | |
| Results and Impact | One day workshop 5 months after official start of the grant |
| Year(s) Of Engagement Activity | |
| Description | Accounting for Informative Sampling and NMAR Nonresponse When Analyzing Survey Data |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Primary Audience | |
| Results and Impact | I have proposed to organize a session for the European Survey Research Association (ESRA) Conference that took place in Ljubljana, Slovenia, in July of 2013. The totle of the proposed session was "Estimation and Imputation under Informative Sampling and Nonresponse." The session has been advertized and there were 8 people who asked to present in it, so that I ended up organizing two sessions on the same topic. I presented one of the 8 papers. |
| Year(s) Of Engagement Activity | |
| Description | Empirical Likelihood Approach to Informative Non-response |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Primary Audience | |
| Results and Impact | Paper presented at Annual Meeting of Statistical Society of Canada, Guelph, Canada, 2012. |
| Year(s) Of Engagement Activity | |
| Description | Fitting Regression Models to Complex Survey Data. The Gelman Estimator Revisited |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Primary Audience | |
| Results and Impact | presentation at the International Statistical Institute meeting |
| Year(s) Of Engagement Activity | |
| Description | Modelling of complex survey data: Why model? Why is it a problem? How can we approach it? |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Primary Audience | |
| Results and Impact | Presented in three conferences: A. Annual Meeting of Statistical Society of Canada, Wolfville, Canada, 2011. B. German annual statistical meeting, Leipzig, Germany, 2011. C. Statistics Canada Annual Symposium, Ottawa, Canada, 2011. |
| Year(s) Of Engagement Activity | |
| Description | Statistical Inference under Nonignorable Sampling and Nonresponse: An Empirical Likelihood Approach. |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Primary Audience | |
| Results and Impact | DSMD Distinguished Lecture Series, Bureau of Census, Maryland, U.S.A. 2013. |
| Year(s) Of Engagement Activity | 2013 |
| Description | ow to Analyze Survey Data: Methods, Software and Applications. |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Primary Audience | |
| Results and Impact | Workshop at the end of the grant period |
| Year(s) Of Engagement Activity | |