Advanced Bayesian Hierarchical Modeling with R
Designed for advanced researchers, this course covers the implementation of Bayesian hierarchical models in R. Participants learn to manage complex, multi-level datasets to extract insights that traditional linear models may overlook.
£550
Certified Bayesian Quantitative Professional
- Pass mark 70%
- Certificate on completion
- Verifiable public certificate ID
- English · available globally
Advanced Bayesian Hierarchical Modeling with R: the short answers
- What is Advanced Bayesian Hierarchical Modeling with R?
- Designed for advanced researchers, this course covers the implementation of Bayesian hierarchical models in R. Participants learn to manage complex, multi-level datasets to extract insights that traditional linear models may overlook.
- Who is Advanced Bayesian Hierarchical Modeling with R for?
- It is pitched at Advanced level for Quantitative Researchers working in Data Analytics with Python or R, and is studied online from any country.
- How long does Advanced Bayesian Hierarchical Modeling with R take?
- Around 28 hours of study, plus the assessed assignments and one applied project.
- How is the certification assessed?
- Every assignment and the final project are assessed automatically against the published criteria. The pass mark is 70%, and an item that does not pass can be resubmitted.
- What do I receive when I pass?
- Certified Bayesian Quantitative Professional, issued as a certificate with a unique ID that employers can check in the public certificate register.
- How much does it cost?
- £550 once, with no subscription.
What you will be able to do
- Specify complex hierarchical model structures
- Estimate parameters using Stan and R
- Evaluate model convergence and posterior distributions
- Visualize multi-level effects for stakeholders
- Validate model assumptions through predictive checking
Written by Prof. Marcus Thorne, Senior Research Scientist. Every submission is assessed automatically against the published criteria for Certified Bayesian Quantitative Professional, and the certificate is issued the moment the assessment is complete.
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