Simon Dufour
Simon Dufour
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Courses
The complete materials for these courses are freely available. Have fun!
Bayesian latent class models for prevalence estimation and diagnostic test evaluation
This textbook on Bayesian latent class models was initially developed to support a workshop offered with my colleague Juan Carlos Arango Sabogal. Bayesian statistical methods have been widely applied in veterinary science and epidemiological research.
Nov 4, 2024
R
,
Statistics
,
Diagnostic test
,
Bayesian
Régression avec R
This document is in French. En français! C'est une partie de mon cours avancé d'épidémiologie (PTM6675). J'y décris les procédures de bases dans R pour réaliser les régressions linéaires et logistiques, les régressions pour les données de compte et d'incidence, ainsi que les analyses de survie.
Jan 19, 2023
R
,
Statistics
Quantitative biases analyses using Bayesian methods
This document was developped as part of a 5-day course on quantitative biases analyses developed with my colleague Ian Dohoo, from University of Prince Edward Island. In this course we proposed ways to adjust, during the statistical analyses phase, for the biases generated by the study design.
Aug 27, 2021
R
,
Bayesian
Mastitis MOOC series / Les MOOC mammite
Think you know everything there is to know about mastitis? A few year ago, a bunch of international experts sat down together to develop this series of free courses on bovine mastitis (English and Français).
Jan 1, 2021
Mastitis
,
Cow
,
Mammite
,
Vaches
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