Dynamic Linear Models with R

Interesting monograph on dynamic linear models in R:

  • Kalman filtering
  • AR, VAR
  • Bayesian
  • …..

http://web.maths.unsw.edu.au/~peterdel-moral/dynamics-linear-models.petris_et_al.pdf

 

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Difference between ANOVA, Linear model,…..

At this site is given one of the best explanation on the difference between anova and a regression model:

http://www.pmean.com/08/RegressionAndAnova.html

Plus, look here for a good place to know about the process to calculate anova

https://en.wikipedia.org/wiki/One-way_analysis_of_variance

https://en.wikipedia.org/wiki/Analysis_of_variance

and two-way anova

https://en.wikipedia.org/wiki/Two-way_analysis_of_variance

In this document it is a good summary of functions in R to be used with linear models and anova:

http://www.math.smith.edu/r/excerpt-4.pdf