Methodological paper on mspree considering multiple data sources
Methodological paper on mspree considering multiple data sources
Effective policy making requires of accurate figures of key socio demographic indicators for highly disaggregated geographies which typically go beyond what can be delivered using exclusively survey data and standard survey sampling methods. When the outcome of interest is defined by a categorical variable, as in the case of labour force or poverty rates, it is typical to use a Small Area Estimation method within the Structure Preserving (SPREE) approach to obtain appropriate estimates of such figures. This deliverable addresses the issue of how to combine several ‘proxy’ data sources within the SPREE approach, contributing to a better use of existing data sources and hence offering new possibilities for the research on poverty and living conditions as per the aim of work Package 8.
Luna Hernandez, Angela
b4de50ed-b80a-4202-aaad-c97d057369ed
1 September 2021
Luna Hernandez, Angela
b4de50ed-b80a-4202-aaad-c97d057369ed
Luna Hernandez, Angela
(2021)
Methodological paper on mspree considering multiple data sources
InGRID
24pp.
Record type:
Monograph
(Project Report)
Abstract
Effective policy making requires of accurate figures of key socio demographic indicators for highly disaggregated geographies which typically go beyond what can be delivered using exclusively survey data and standard survey sampling methods. When the outcome of interest is defined by a categorical variable, as in the case of labour force or poverty rates, it is typical to use a Small Area Estimation method within the Structure Preserving (SPREE) approach to obtain appropriate estimates of such figures. This deliverable addresses the issue of how to combine several ‘proxy’ data sources within the SPREE approach, contributing to a better use of existing data sources and hence offering new possibilities for the research on poverty and living conditions as per the aim of work Package 8.
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Published date: 1 September 2021
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Local EPrints ID: 501270
URI: http://eprints.soton.ac.uk/id/eprint/501270
PURE UUID: 3a6bad56-7f99-4b1e-a8f1-ee184f1c010c
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Date deposited: 28 May 2025 16:36
Last modified: 29 May 2025 01:49
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