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Effective Statistical Modelling with R
Short Course presented by Bill Venables
Course details
- Date: 11-13/09/2007 (Tuesday to Thursday)
- Local: LEG e LM (Laboratório Multiterminal), Centro Politécnico, UFPR, Curitiba PR
- Timetable: 9:00–12:30, 14:00–17:30
- Course description: The 'effective' part is meant to suggest effective modelling strategies along with effective use of R
- Approximated timetable:
- First day: Linear models, robustness, model selection, diagnostics (+graphics on the fly)
- Second day and a half: GLMs GAMs, nonlinear, random effects versions: LMEs, GLMEs, NLMEs,
- Final half-day: Weird science: Trees, bagging, randomForests, intro to Neural Networks.
Other information
- Registration: email to
paulojus AT leg.ufpr.br(click for details) - Inscritos (internal access only)
- Acknowledgments: Clarice Demétrio
Course Materials
- will be available here
Links
- Book web page: Modern Applied Statistics with S
- Book web page: S Programming
