Online course: Generalised Additive Mixed Models (GAMM) with R - July 2025

[Soledad De Esteban Trivigno]

Dear colleagues,

Transmitting Science has opened registration for the course “Generalised Additive Mixed Models (GAMM): modelling space-time correlation structures”.

Dates and schedule: July 21st, 23rd, and 25th, 2025. From 09:30 to 13:30 (Madrid time zone).

Course webpage: https://www.transmittingscience.com/courses/statistics-and-bioinformatics/generalised-additive-mixed-models-modelling-space-time-correlation-structures/

Programme:

Module I. Spatial and Temporal Autocorrelation    

• Definition of spatial and temporal autocorrelation
• Tools for the detection of spatial and temporal autocorrelation
• GAM Models
• Theory of Additive Models (AM) and Generalized Additive Models (GAM)
• Simple GAM Model
• Fitting and Validation of a simple GAM model (bivariate)
• Multiple GAM Models (multivariable)
• Fitting and Validation of a multiple GAM model
• Multiple GAM for count data with an offset

Module II. Mixed Models and GAMMs        

• Introduction to Mixed Effects Models
• Fitting GAM Model and Independence Validation
• Fitting and validation of GAMM 1 Model
• GAMM with temporal autocorrelation structure
• Fitting and validation of GAMM 2 Model
• GAMM with space-temporal structure
• Resolution of specific work doubts

If you have further inquiries, do not hesitate to write to cou...@transmittingscience.com

With best regards

Sole

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Soledad De Esteban-Trivigno, PhD

Director

Transmitting Science

www.transmittingscience.com/courses

 

Bluesky @soledeesteban.bsky.social

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Orcid: https://orcid.org/0000-0002-2049-0890