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Fix a typo
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Andrew McCluskey authored May 25, 2020
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Expand Up @@ -39,7 +39,7 @@ Furthermore, `uravu` provides the functionality to create simple, publication-qu

Alongside API information, the `uravu` documentation offers brief tutorials covering many aspects of the package.
This allows those unfamiliar with Bayesian modelling to get to grips with these important tools for data analysis.
While Bayesian data modelling is possible with packages such as `emcee` [@foremanmackey_emcee_2019], `dynesty` [@speagle_dynesty_2020], and `PyMC3` [@salvatier_pymc3_2016], to the authors' knowledge `uravu` is unique in offering a simple to use interface, where it is not necessary to explicitly define functions for as the likelihood or prior probabilities (though custom priors are possible).
While Bayesian data modelling is possible with packages such as `emcee` [@foremanmackey_emcee_2019], `dynesty` [@speagle_dynesty_2020], and `PyMC3` [@salvatier_pymc3_2016], to the authors' knowledge `uravu` is unique in offering a simple to use interface, where it is not necessary to explicitly define functions for the likelihood or prior probabilities (though custom priors are possible).
`uravu` is being actively applied to scientific problems, such as data reduction at large scale scientific facilities and the modelling of diffusion in battery materials.

# Statement of Need
Expand All @@ -54,4 +54,4 @@ Furthermore, the tutorials, available as documentation online, allow users to be

This work is supported by the Ada Lovelace Centre – a joint initiative between the Science and Technology Facilities Council (as part of UK Research and Innovation), Diamond Light Source, and the UK Atomic Energy Authority.

# References
# References

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