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A simulation study exploring weighted likelihood models to recover unbiased population estimates from weighted survey data

A simulation study exploring weighted likelihood models to recover unbiased population estimates from weighted survey data
A simulation study exploring weighted likelihood models to recover unbiased population estimates from weighted survey data
This report describes a simulation study exploring weighted-precision and weighted-likelihood models (R, Stan and JAGS software) to recover unbiased estimates of population sizes from weighted survey data.
Bayesian statistics, human population, human geography
University of Southampton
Leasure, Douglas
c025de11-3c61-45b0-9b19-68d1d37959cd
Dooley, Claire
8caf4d90-5b57-4f92-a6e6-ff2399114af1
Tatem, Andrew
6c6de104-a5f9-46e0-bb93-a1a7c980513e
Leasure, Douglas
c025de11-3c61-45b0-9b19-68d1d37959cd
Dooley, Claire
8caf4d90-5b57-4f92-a6e6-ff2399114af1
Tatem, Andrew
6c6de104-a5f9-46e0-bb93-a1a7c980513e

Leasure, Douglas, Dooley, Claire and Tatem, Andrew (2021) A simulation study exploring weighted likelihood models to recover unbiased population estimates from weighted survey data. University of Southampton doi:10.5258/SOTON/WP00706 [Dataset]

Record type: Dataset

Abstract

This report describes a simulation study exploring weighted-precision and weighted-likelihood models (R, Stan and JAGS software) to recover unbiased estimates of population sizes from weighted survey data.

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More information

Published date: 23 June 2021
Related URLs:
Keywords: Bayesian statistics, human population, human geography

Identifiers

Local EPrints ID: 449922
URI: http://eprints.soton.ac.uk/id/eprint/449922
DOI: doi:10.5258/SOTON/WP00706
PURE UUID: 77d2864d-da33-44a1-94ad-3c04a499901e
ORCID for Douglas Leasure: ORCID iD orcid.org/0000-0002-8768-2811
ORCID for Andrew Tatem: ORCID iD orcid.org/0000-0002-7270-941X

Catalogue record

Date deposited: 25 Jun 2021 16:31
Last modified: 06 May 2023 01:58

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Contributors

Creator: Douglas Leasure ORCID iD
Creator: Claire Dooley
Creator: Andrew Tatem ORCID iD

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