useful_links

REFERENCES - for rule based data validation:


- The great R-packages developed by our colleagues at Statistics Nehterlands: https://github.com/data-cleaning and all packages on CRAN

- A very good cookbook of the validate-package and  not only:

MPJ van der Loo (2020) The Data Validation Cookbook version 1.0.1. https://data-cleaning.github.io/validate


-- For the translator of rules, from SQL into R (not oupdated recently but will be soon):

https://github.com/hagstofan/TranStoR

-- Theoretical papers of interest, related to methods of data mining:

https://cran.r-project.org/web/packages/arules/vignettes/arules.pdf 

https://web.stanford.edu/~hastie/Papers/gap.pdf

https://link.springer.com/content/pdf/10.1007/s10994-007-5006-x.pdf 
(about association rules discovery)

https://cran.r-project.org/web/packages/RJDemetra/index.html
(the R-engine for Demetra software for time series seasonality adjustments)

https://robjhyndman.com/hyndsight/anomalous/
(the main ideas and references of the method)


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- Web-pages with interesting examples:

https://predictivehacks.com/how-to-determine-the-number-of-clusters-of-k-means-in-r/

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