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edarin authored May 17, 2023
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[![DOI](https://zenodo.org/badge/383087930.svg)](https://zenodo.org/badge/latestdoi/383087930)

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.
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/).

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
5. Diagnostics to evaluate model performance (e.g. cross-validation).

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.
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.

# Tutorials outline

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Science, University of Oxford, with supervision from Andrew Tatem, WorldPop, University of
Southampton.

Funding for the work was provided by the United Nations Population Fund.
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).

# License

You are free to redistribute this document under the terms of a Creative Commons Attribution-NoDerivatives 4.0
International ([CC BY-ND 4.0](https://creativecommons.org/licenses/by-nd/4.0/)) license.
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.


# Suggested citation

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
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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