Introduction to Bayesian statistics and hierarchical modelling in R
From 11 Jun 2025 until 13 Jun 2025 - BIOPOLIS-CIBIO, Vairão, Portugal (Face-to-face)

This course will provide a simple introduction to Bayesian statistics and hierarchical models in R. These models are essential parts of an ecologists’ toolkit, allowing estimation of population sizes, trends and distributions. The course will combine some theory on Bayesian statistics and hierarchical modelling, as well as practical sessions implementing such models in R using the JAGS language.
PROGRAM
Day 1:
Morning: introduction to Bayesian statistics (theory)
Afternoon: Bayesian GLMs, introduction to JAGS (practical)
Day 2:
Morning: introduction to hierarchical models (theory)
Afternoon: hierarchical models in JAGS (practical)
Day 3:
Morning: applications of hierarchical models
Afternoon: hierarchical models in JAGS (practical)
CALENDAR
3 days - 18 hours - Schedule: 09:30 - 12:30 & 14:00 - 17:00
COURSE INSTRUCTORS
Coordination
Luke L. Powell | BIOPOLIS-CIBIO
Crinan Jarrett | Swiss Ornithological Institute, Sempach, Switzerland
Instructor (s)
Luke L. Powell | BIOPOLIS-CIBIO
Crinan Jarrett | Swiss Ornithological Institute, Sempach, Switzerland
Gonçalo Curveira Santos | BIOPOLIS-CIBIO
Crinan Jarrett | Swiss Ornithological Institute, Sempach, Switzerland
Gonçalo Curveira Santos | BIOPOLIS-CIBIO
SELECTION CRITERIA
The course will be open to a maximum number of 15 participants.
75% of available student slots are reserved for BIODIV students.
Priority will be given to:
• 1st year and other PhD students attending the BIODIV Doctoral Program;
• PhD students attending other courses;
• Other post-graduate students and researchers.
(A minimum number of participants is required for the course to take place)
APPLICATION
Deadline: 09 April 2025
To apply fill the FORM
A copy of the form will be sent to the email address you provide as proof that you have successfully submitted your application. Results will be emailed to you within 8 working days of the application deadline.
REGISTRATION
65€ (students) | 100€ (other participants).
BIOPOLIS/ CIBIO members will have an additional discount of 20%. Participation is free of charge for BIODIV Students (M BGE & PhD) & CIBIO's TwinLabs
(If applicable, payment will be made to Associação BIOPOLIS - VAT No. 516033727. Information on the payment amount and the payment deadline will be sent together with the results notification, and a proforma invoice may be issued in due time).
MORE INFORMATION
Registration fees do not include accommodation or meals.
No ECTS credits are awarded for attending the course. Participants receive a certificate of attendance without quantitative evaluation.
Rules to BIODIV & MBGE students
This is an advanced statistics course, so students should have facility in R and a decent grasp on linear modeling and GLMs (including different distributions). Perhaps the ideal prerequisite is the GLMMs course offered at Cibio, which is offered a few weeks prior to this course, but this prerequisite is not mandatory.