Statistical modeling in R (part 1)

Authors

Affiliations

Sara Mortara ORCID ID

re.green

Andrea Sánchez-Tapia ORCID ID

¡liibre!

Published

July 14, 2022

Citation

Mortara & Sánchez-Tapia, 2022

Slides

Tutorial

Libraries

To run the code from the slides you’ll need to have installed the package fitdistrplus.

install.packages("fitdistrplus")

Basic references

Anderson, D. and Burnham, K., 2004. Model selection and multi-model inference. Second. NY: Springer-Verlag, 63(2020), p.10.

Bolker, B.M., 2008. Ecological models and data in R. In Ecological Models and Data in R. Princeton University Press.

Crawley, M.J., 2012. The R book. John Wiley & Sons.

Delignette-Muller, M.L. and Dutang, C., 2015. fitdistrplus: An R package for fitting distributions. Journal of statistical software, 64, pp.1-34.

Dushoff, J., Kain, M.P. and Bolker, B.M., 2019. I can see clearly now: reinterpreting statistical significance. Methods in Ecology and Evolution, 10(6), pp.756-759.

Fox, G.A., Negrete-Yankelevich, S. and Sosa, V.J. eds., 2015. Ecological statistics: contemporary theory and application. Oxford University Press, USA.

Gotelli, N.J. and Ellison, A.M., 2004. A primer of ecological statistics (Vol. 1). Sunderland: Sinauer Associates.

Hilborn, R. and Mangel, M., 2013. The ecological detective. In The Ecological Detective. Princeton University Press.

Kuhn, M. and Silge, J., 2022. Tidy Modeling with R. “O’Reilly Media, Inc.”.

Footnotes

    Reuse

    Text and figures are licensed under Creative Commons Attribution CC BY 4.0. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".

    Citation

    For attribution, please cite this work as

    Mortara & Sánchez-Tapia (2022, July 14). Scientific Programming: Statistical modeling in R (part 1). Retrieved from https://scientific-computing.netlify.app/07_statistical_modeling_1.html

    BibTeX citation

    @misc{mortara2022statistical,
  author = {Mortara, Sara and Sánchez-Tapia, Andrea},
  title = {Scientific Programming: Statistical modeling in R (part 1)},
  url = {https://scientific-computing.netlify.app/07_statistical_modeling_1.html},
  year = {2022}
}