Description Usage Arguments Value Author(s) Examples
View source: R/MixedDistributionError.R
Calculates a fitting error as well as the overlapping measure for the mixtures. Combines them with ratio rho in favor of Overlapping.
1 2 | MixedDistributionError(Means, SDs, Weights, Data, rho = 0.5,
breaks = NULL, Kernels = NULL, ErrorMethod = "chisquare")
|
Means |
Means of the GMM Components |
SDs |
Standard Deviations of the GMM Components |
Weights |
Weights of the GMM Components |
Data |
Empirical Data based on which the GMM is build |
rho |
Ratio of OverlappingError vs Fitting Error |
breaks |
vector containing the breaks between bins |
Kernels |
positions at which density is to be compared |
ErrorMethod |
"pdeerror": fitting error is measured through Pareto Density Estimation. "chisquare": fitting error is measured through the Chi Square fitting error. |
Mixed Error
Florian Lerch
1 2 |
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