ADVANCED STATISTICS WITH R FOR BIOLOGICAL SCIENCES

Course program:
 
Session 1. 10:00 – 14:00 h 8 Nov 2021
1.1 Reminder of linear regression
1.2 Exercise
1.3 Reminder of ANOVA
1.4 Exercise
 
 
Session 2. 10:00 – 14:00 h 9 Nov 2021
2.1 General linear model (GLM). Introduction and example 1
2.2 GLM, Example 2
2.3 Exercise
2.4 GLM with random factors (mixed effects models). Example
 
 
Session 3. 10:00 – 14:00 h 10 Nov 2021
3.1 GLM with random factors. Hierarchical (nested) designs
3.2 GLM with random factors. Random slope designs
3.3 Exercise
3.4 Exercise
 
 
Session 4. 10:00 – 14:00 h 11 Nov 2021
4.1 Generalized linear models (GLZ). Introduction and example binomial distribution
4.2 GLZ, example Poisson distribution
4.3 GLZ, example with over-dispersion (negative binomial distribution)
4.4 GLZ with random factors. Example
 
 
Session 5. 10:00 – 14:00 h 12 Nov 2021
5.1 Exercise
5.2 Generalized additive models (GAM). Introduction and example
5.3 GAM models with random factors. Example
5.4 Exercise
 
 
Docent: Aldo Barreiro Felpeto. CIIMAR.
 
 
Price: 250 € (200 € for CIIMAR/UP members)
 
 
Registration: after announcement, up to fill 25 available positions.
Registration, together with the payment information, through the link.
Proof of payment required to book the place (send proof to Este endereço de email está protegido contra piratas. Necessita ativar o JavaScript para o visualizar.).
After sending the proof of payment, a confirmatory e-mail for the registration will be sent.
 
 
Important information:
- All the course will be taught through a zoom platform.
- The course will be taught in English.
- At least a beginner’s background in R and basic statistics is recommended.
- All the information and materials necessary for the development of the course (instructions to
install R and R packages, pdf with lessons content, scripts with examples and exercises, data for
examples and exercises) will be made available for all the participants in the course through a link
to the Open Science Framework platform.

Informação do evento

Data de início 08-11-2021
Data de fim 12-11-2021
Email da Pessoa de Contacto abarreiro@ciimar.up.pt
Categorias Cursos