AsyK v1.3.2
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Kernel Density Estimation and Selection of Optimum Bandwidth
Density estimation by using symmetrical kernels
and to calculate mean square error. See Scaillet (2004) <doi:10.1080/10485250310001624819> and
Khan and Akbar (2019).
Functions in AsyK
| Name | Description | |
| mserig | Calculate Mean Squared Error( MSE) when RIG kernel is used. | |
| NSR | Bandwidth Calculation. | |
| graphLap | Plot Density by Laplace kernel. | |
| laphcomp | Calculate MSE with and ranking of Bandwidth with respect to MSE for Laplace Kernel. | |
| mselap | Calculate Mean Squared Error( MSE) when Laplace Kernel is used. | |
| righcomp | Calculate MSE with and ranking of Bandwidth with respect to MSE for RIG kernel. | |
| compLR | Plot Density by RIG and Laplace kernel. | |
| graphrig | Plot Density by RIG kernel. | |
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Details
| Type | Package |
| License | GPL-2 |
| Encoding | UTF-8 |
| LazyData | true |
| RoxygenNote | 6.1.1 |
| NeedsCompilation | no |
| Packaged | 2019-11-14 08:24:46 UTC; Intag |
| Repository | CRAN |
| Date/Publication | 2019-11-14 08:50:02 UTC |
| imports | decon , ICV , kedd , kerdiest , KernSmooth , ks , locfit , OSCV , sm |
| Contributors | Javaria Khan, Atif Akbar |
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