# \#bayesian

**URL:** https://community.weallcount.com/tag/bayesian/45.md

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## [Statistical Rethinking: A Bayesian Course with Examples in R and Stan](https://community.weallcount.com/t/statistical-rethinking-a-bayesian-course-with-examples-in-r-and-stan/1224)

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**Author:** [@Heather](https://community.weallcount.com/u/Heather)\
**Replies:** 0\
**Last updated:** [January 20, 2023, 12:23pm UTC](https://community.weallcount.com/t/statistical-rethinking-a-bayesian-course-with-examples-in-r-and-stan/1224 "2023-01-20T12:23:33Z")

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This is one of the best resources I’ve seen in terms of learning to understand Bayesian analysis as well as to use it in practice in your data projects. Accompanied by texts, code, and examples here. Wit…

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## [Example comparing frequentist and Bayesian approach to same question/data](https://community.weallcount.com/t/example-comparing-frequentist-and-bayesian-approach-to-same-question-data/1225)

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**Author:** [@Heather](https://community.weallcount.com/u/Heather)\
**Replies:** 0\
**Last updated:** [January 20, 2023, 12:26pm UTC](https://community.weallcount.com/t/example-comparing-frequentist-and-bayesian-approach-to-same-question-data/1225 "2023-01-20T12:26:58Z")

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Before/after Bayes: A comparison of frequentist and Bayesian mixed-effects models in applied psychological research. These case studies are intended to ‘illustrate by example’ the ways that Bayesian modelling differs …

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## [Weight of Evidence: Participatory Methods and Bayesian Updating to Contextualize Evidence Synthesis in Stakeholders’ Knowledge](https://community.weallcount.com/t/weight-of-evidence-participatory-methods-and-bayesian-updating-to-contextualize-evidence-synthesis-in-stakeholders-knowledge/1235)

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**Author:** [@Heather](https://community.weallcount.com/u/Heather)\
**Replies:** 0\
**Last updated:** [January 20, 2023, 6:53pm UTC](https://community.weallcount.com/t/weight-of-evidence-participatory-methods-and-bayesian-updating-to-contextualize-evidence-synthesis-in-stakeholders-knowledge/1235 "2023-01-20T18:53:08Z")

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Very helpful practical example of how to collect, include, analyze and interpret lived experience into quantitative evidence.

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## [Get Started with Bayesian Analysis](https://community.weallcount.com/t/get-started-with-bayesian-analysis/1236)

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**Author:** [@Heather](https://community.weallcount.com/u/Heather)\
**Replies:** 1\
**Last updated:** [January 20, 2023, 7:42pm UTC](https://community.weallcount.com/t/get-started-with-bayesian-analysis/1236 "2023-01-20T19:42:18Z")

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Here’s a good place to get started using Bayesian Analysis with R

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## [Integrating expert opinions with clinical trial data to analyse low-powered subgroup analyses: a Bayesian analysis of the VeRDiCT trial](https://community.weallcount.com/t/integrating-expert-opinions-with-clinical-trial-data-to-analyse-low-powered-subgroup-analyses-a-bayesian-analysis-of-the-verdict-trial/1237)

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**Author:** [@Heather](https://community.weallcount.com/u/Heather)\
**Replies:** 0\
**Last updated:** [January 20, 2023, 6:56pm UTC](https://community.weallcount.com/t/integrating-expert-opinions-with-clinical-trial-data-to-analyse-low-powered-subgroup-analyses-a-bayesian-analysis-of-the-verdict-trial/1237 "2023-01-20T18:56:36Z")

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An example of how Bayesian analysis can help with small data groups or samples.

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## [Where Do Priors Come From? Applying Guidelines to Construct Informative Priors in Small Sample Research](https://community.weallcount.com/t/where-do-priors-come-from-applying-guidelines-to-construct-informative-priors-in-small-sample-research/1234)

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**Author:** [@Heather](https://community.weallcount.com/u/Heather)\
**Replies:** 0\
**Last updated:** [January 20, 2023, 6:51pm UTC](https://community.weallcount.com/t/where-do-priors-come-from-applying-guidelines-to-construct-informative-priors-in-small-sample-research/1234 "2023-01-20T18:51:32Z")

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Some very practical and down to earth suggestions on how to construct Bayesian priors that make a difference.