Despite that several tests for normality in stationary processes have been proposed in the literature, consistent implementations of these tests in programming languages are limited. Four normality test are implemented. The Lobato and Velasco's, Epps, Psaradakis and Vavra, and the random projections tests for stationary process. Some other diagnostics such as, unit root test for stationarity, seasonal tests for seasonality, and arch effect test for volatility; are also performed. The package also offers residual diagnostic for linear time series models developed in several packages.
Package details 


Author  Asael Alonzo Matamoros [aut, cre], Alicia NietoReyes [aut], Rob Hyndman [ctb], Mitchell O'HaraWild [ctb], Trapletti A. [ctb] 
Maintainer  Asael Alonzo Matamoros <asael.alonzo@gmail.com> 
License  LGPL 
Version  1.0.0 
URL  https://github.com/asael697/nortsTest 
Package repository  View on CRAN 
Installation 
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