Kernel Density Estimation using Lifetime Distributions
Estimate Density Values by Beta kernel
Estimate Density Values by Birnbaum-Saunders kernel
DELTD
Estimate Density Values by Erlang kernel
Estimate Density Values by Gamma kernel
Estimate Density Values by Lognormal kernel
Calculate Mean Squared Error( MSE) by using different Kernels
Density Plot by Beta kernel
Density Plot by Birnbaum-Saunders kernel
Density Plot by Erlang kernel
Density Plot by Gamma kernel
Density Plot by Lognormal kernel
A collection of asymmetrical kernels belong to lifetime distributions for kernel density estimation is presented. Mean Squared Errors (MSE) are calculated for estimated curves. For this purpose, R functions allow the distribution to be Gamma, Exponential or Weibull. For details see Chen (2000a,b), Jin and Kawczak (2003) and Salha et al. (2014) <doi:10.12988/pms.2014.4616>.