Estimating Count Data Distributions with Discrete Optimal Symmetric Kernel
Cross-Validation function for bandwidth parameter selection of discret...
Discrete binomial kernel
Discrete Epanechnikov kernel
Discrete kernel function
Discrete optimal kernel
Discrete triangular kernel
Discrete Kernel Density Estimator
Implementation of Discrete Symmetric Optimal Kernel for estimating count data distributions, as described by T. Senga Kiessé and G. Durrieu (2024) <doi:10.1016/j.spl.2024.110078>.The nonparametric estimator using the discrete symmetric optimal kernel was illustrated on simulated data sets and a real-word data set included in the package, in comparison with two other discrete symmetric kernels.
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