[Drosophila] Course R Without Fear: Applied R, September 21-25, Barcelona, Spain

Soledad De Esteban Trivigno via dros%40net.bio.net (by soledad.esteban from transmittingscience.org)
Fri Mar 20 06:32:28 EST 2015


Dear colleagues,
 
Registration is open for the workshop "R Without Fear: Applied R for
Biologists", September 21-25, 2015. Instructor: Dr. Jordi Moya-Laraño (Estación
Experimental de Zonas Áridas - CSIC, Spain).

PLACE:  Facilities of the Centre de Restauració i Interpretació Paleontologica,
Els Hostalets de Pierola,  Barcelona (Spain).

WEBPAGE: http://www.transmittingscience.org/courses/stats/applied-r-for-bio/
 
PROGRAM:
Introduction to the R working environment.

- Variable types in R.

- Statistical populations and samples through working examples.

- Measurements of central tendency and variability.

- Precision, accuracy and bias.

- Hypothesis testing: Falsability, Type-I and II errors and statistical power.

- Correlation and simple regression.

- P-value vs. effect magnitude.

- Linear Models: Residuals, assumptions and interpretation.

- Explained vs. unexplained variance of a model (the coefficient of
determination).

- Building functions in R.

- Introduction to graphics in R.

- The concept of partial effect: Partial regression and correlation.

- General Linear Models (GLM).

- Curve fitting in linear models and General Additive Models (GAMs).

- The problem of spatial autocorrelation in ecology and evolution.

- Multicolinearity: When is there a problem?

- Additive vs. multiplicative effects: Checking and plotting interactions.

- Introduction to General and Generalized Linear Mixed Models (GLMM).

- Fixed vs. Random effects and implications for analysis: Main R functions.

- Introduction to Bayesian statistics: The function MCMCglmm.

- Practical examples in evolutionary ecology:

The study of natural selection.

Applications of linear models for quantitative genetics.

- Student’s case studies.

Please feel free to distribute this information between your colleagues if you
consider it appropriate.

With best regards

Soledad De Esteban-Trivigno, Ph.D.
Transmitting Science
www.transmittingscience.org

 



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