Dear colleagues,
Registration is open for the workshop "R Without Fear: Applied R for Biologists – 3rd edition", September 4th-8th, 2017.
Instructor: Dr. Oriol Verdeny-Vilalta (Ynsect, France)
PLACE: Premises of Sabadell of the Institut Catalá de Paleontologia Miquel Crusafont (Barcelona, Spain).
WEBPAGE: http://www.transmittingscience.org/courses/statistics/r-without-fear-applied-r-biologists/
PROGRAM:
Introduction to R and RStudio.
· Brief introduction to R.
· Review of R basics.
· The RStudio environment.
· Reproducible research: R scripts and R markdown.
Data manipulation I.
· Read your data: Local vs. remote location.
Data manipulation II.
· Tidy your data.
· Manage your data.
· R Pipelines.
· Summarize your data.
Regression models I.
· Linear regression.
· Multiple linear regression.
Regression models II.
· ANOVA.
· Generalized linear model.
· Non-linear model.
Data visualization with ggplot2.
· Grammar of graphics.
· The ggplot.
· Basic visualizations (regressions, bar plots, error bars…).
· Customize the ggplot.
With best regards
Soledad De Esteban-Trivigno
Institut Català de Paleontologia Miquel Crusafont (ICP)
Campus de la Universitat Autònoma de Barcelona
Cerdanyola del Vallès (Barcelona). Spain
www.icp.cat
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