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README.md

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[![DOI](https://zenodo.org/badge/383087930.svg)](https://zenodo.org/badge/latestdoi/383087930)
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This github repo contains the raw teaching materials for the [**Statistical Population Modelling for Census Support workshop,**](https://wpgp.github.io/bottom-up-tutorial/) funded by the [United Nations Population Fund](<https://www.unfpa.org/>). It has been developed by the [WorldPop Research Group](<https://www.worldpop.org/>), University of Southampton and the Leverhulme Center for Demographic Science.
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This github repo contains the raw teaching materials for the [**Statistical Population Modelling for Census Support workshop,**](https://wpgp.github.io/bottom-up-tutorial/) funded by the [United Nations Population Fund](<https://www.unfpa.org/>). It has been developed by the [WorldPop Research Group](<https://www.worldpop.org/>), University of Southampton and the [Leverhulme Center for Demographic Science](https://www.demography.ox.ac.uk/).
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The repo consists in a series of tutorials in **Bayesian statistics for population modelling** with hands-on experience. It includes example code and other resources designed to expedite the learning curve.
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4. Quantifying and mapping uncertainties in population estimates and
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5. Diagnostics to evaluate model performance (e.g. cross-validation).
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It has been first taught to the Brazilian Stats Office, [Instituto Brasileiro de Geografia e Estatística (IBGE)](https://www.ibge.gov.br/en/home-eng.html), in October 2021.
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The material has been used during an in-person workshop hosted by the Colombian National Administrative Department of Statistics in Bogota, Colombia in March 2023 and a remote workshop with the Brazilian Stats Office, Instituto Brasileiro de Geografia e Estatística (IBGE), in October 2021.
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# Tutorials outline
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Science, University of Oxford, with supervision from Andrew Tatem, WorldPop, University of
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Southampton.
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Funding for the work was provided by the United Nations Population Fund.
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Funding for the work was provided by the United Nations Population Fund (UNFPA), the Leverhulme Trust (RC-2018-003) and ESRC Impact Acceleration Account at the University of Oxford (2209-KEA-835).
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# License
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You are free to redistribute this document under the terms of a Creative Commons Attribution-NoDerivatives 4.0
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International ([CC BY-ND 4.0](https://creativecommons.org/licenses/by-nd/4.0/)) license.
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You are free to redistribute this document under the terms of a Creative Commons Attribution ([CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)) license.
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# Suggested citation
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Darin E, Leasure DR, Tatem AJ. 2021. Statistical population modelling for census support. United Nations Population Fund (UNFPA) and WorldPop, University of Southampton. https://wpgp.github.io/bottom-up-tutorial/, doi:10.5281/zenodo.5572490
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Darin E, Leasure DR, Tatem AJ. 2023. Statistical population modelling for census support. United Nations Population Fund (UNFPA); Leverhulme Centre for Demographic Science, University of Oxford; and WorldPop, University of Southampton. https://wpgp.github.io/bottom-up-tutorial/, doi:10.5281/zenodo.5572490
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<br>
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