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logKDE

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logKDE

Free

R package · GPL-3

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Authors and maintainer
The listed authors are Hien D. Nguyen, Andrew T. Jones, and Geoffrey J. McLachlan; Andrew Thomas Jones is listed as maintainer.andrewthomasjones.com.au · read 11 Oct 2026
Bandwidth methods
Bandwidth options include methods applied to log-transformed data, positive-domain unbiased cross-validation, and a Silverman-type rule of thumb.andrewthomasjones.com.au · read 11 Oct 2026
Bandwidth selection
Available bandwidth methods include methods used by R's density function on log-transformed data, positive-domain unbiased cross-validation, and a Silverman-type rule of thumb.andrewthomasjones.com.au · read 11 Oct 2026
Bayesian analysis
Noandrewthomasjones.com.au · read 24 Sep 2026
Dependencies
CRAN lists Rcpp and pracma as imports, and Rcpp as a linking dependency.cloud.r-project.org · read 11 Oct 2026
Deployment
desktopandrewthomasjones.com.au · read 24 Sep 2026
Estimation methods
Its main functions are logdensity, which computes estimates directly, and logdensity_fft, which uses fast Fourier transformation to speed up computation.andrewthomasjones.com.au · read 11 Oct 2026
Installation
The package is available from CRAN, and the site also gives instructions for installing the current build from GitHub.andrewthomasjones.com.au · read 11 Oct 2026
Intended data domain
The estimator is designed for positive-domain data and produces estimates only over positive values.andrewthomasjones.com.au · read 11 Oct 2026
Kernels
Available kernels include Gaussian, Epanechnikov, Laplace, logistic, triangular, and uniform.andrewthomasjones.com.au · read 11 Oct 2026
License
The package is licensed under GPL-3.cloud.r-project.org · read 11 Oct 2026
Main functions
Its main functions are logdensity and logdensity_fft, with the latter using fast Fourier transformation to speed computation.andrewthomasjones.com.au · read 11 Oct 2026
Package version
CRAN lists version 0.3.3, published 2025-11-29.cloud.r-project.org · read 11 Oct 2026
Platform binaries
CRAN lists Windows binaries and macOS binaries for arm64 and x86_64.cloud.r-project.org · read 11 Oct 2026
Plotting
The estimation functions can be used with plot and produce output objects that support the usual plot commands.andrewthomasjones.com.au · read 11 Oct 2026
Purpose
logKDE provides R functions for kernel density estimation on positive data using log-kernel density functions.andrewthomasjones.com.au · read 11 Oct 2026
Regression models
Noandrewthomasjones.com.au · read 24 Sep 2026
Scripting support
Yesandrewthomasjones.com.au · read 24 Sep 2026

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