InspectScatterplots | R Documentation |
Pairwise scatterplots and optimal histograms of all features stored as columns of data are plotted
InspectScatterplots(Data,Names=colnames(Data))
Data |
[1:n,1:d] Data cases in rows (n), variables in columns (d) |
Names |
Optional: Names of the variables. If missing the columnnames of data are used. |
For two features, PDEscatter
function should be used to isnpect modalities [Thrun/Ultsch, 2018]. For many features the function takes too lang. In such a case this function can be used. See [Thrun/Ultsch, 2018] for optimal histogram description.
Michael Thrun
[Thrun/Ultsch, 2018] Thrun, M. C., & Ultsch, A.: Effects of the payout system of income taxes to municipalities in Germany, 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Vol. accepted, Foundation of the Cracow University of Economics, Zakopane, Poland, 2018.
Data=cbind(rnorm(100, mean = 2, sd = 3 ),rnorm(100,mean = 0, sd = 1),rnorm(100,mean = 6, sd = 0.5))
#InspectScatterplots(Data)
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