botev: Compute the optimal kernel bandwidth
In provenance: Statistical Toolbox for Sedimentary Provenance Analysis
botev R Documentation
Compute the optimal kernel bandwidth
Description
Uses the diffusion algorithm of Botev (2011)
to calculate the bandwidth for kernel density estimation
Usage
botev(x)
Arguments
x
a vector of ordinal data
Value
a scalar value with the optimal bandwidth
Author(s)
Zdravko Botev
References
Botev, Z. I., J. F. Grotowski, and
D. P. Kroese. "Kernel density estimation via diffusion." The Annals
of Statistics 38.5 (2010): 2916-2957.
Examples
fname <- system.file("Namib/DZ.csv",package="provenance")
bw <- botev(read.distributional(fname)$x$N1)
print(bw)
provenance documentation built on May 29, 2024, 4:23 a.m.
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| botev | R Documentation |
Compute the optimal kernel bandwidth
Description
Uses the diffusion algorithm of Botev (2011) to calculate the bandwidth for kernel density estimation
Usage
botev(x)
Arguments
x |
a vector of ordinal data |
Value
a scalar value with the optimal bandwidth
Author(s)
Zdravko Botev
References
Botev, Z. I., J. F. Grotowski, and D. P. Kroese. "Kernel density estimation via diffusion." The Annals of Statistics 38.5 (2010): 2916-2957.
Examples
fname <- system.file("Namib/DZ.csv",package="provenance")
bw <- botev(read.distributional(fname)$x$N1)
print(bw)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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