Package: spedecon 0.1
spedecon: Smoothness-Penalized Deconvolution for Density Estimation Under Measurement Error
Implements the Smoothness-Penalized Deconvolution method for estimating a probability density under measurement error of Kent and Ruppert (2023) <doi:10.1080/01621459.2023.2259028>. The estimator is formed by computing a histogram of the error-contaminated data, and then finding an estimate that minimizes a reconstruction error plus a smoothness-inducing penalty term. The primary function, sped(), takes the data and error distribution, and returns the estimator as a function.
Authors:
spedecon_0.1.tar.gz
spedecon_0.1.zip(r-4.5)spedecon_0.1.zip(r-4.4)spedecon_0.1.zip(r-4.3)
spedecon_0.1.tgz(r-4.4-any)spedecon_0.1.tgz(r-4.3-any)
spedecon_0.1.tar.gz(r-4.5-noble)spedecon_0.1.tar.gz(r-4.4-noble)
spedecon_0.1.tgz(r-4.4-emscripten)spedecon_0.1.tgz(r-4.3-emscripten)
spedecon.pdf |spedecon.html✨
spedecon/json (API)
| # Install 'spedecon' in R: |
| install.packages('spedecon', repos = c('https://dk657.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 11 months agofrom:50a088235b. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 09 2024 |
| R-4.5-win | OK | Nov 09 2024 |
| R-4.5-linux | OK | Nov 09 2024 |
| R-4.4-win | OK | Nov 09 2024 |
| R-4.4-mac | OK | Nov 09 2024 |
| R-4.3-win | OK | Nov 09 2024 |
| R-4.3-mac | OK | Nov 09 2024 |
Exports:compute_ephemeragaussian_gtwidlaplace_gtwidnew_spedecon_gtwidspeduniform_gtwid
Dependencies:quadprog
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Pre-computations for sped | compute_ephemera |
| Fourier transform of Gaussian density | gaussian_gtwid |
| Fourier transform of Laplace density | laplace_gtwid |
| Creates object of class 'spedecon_gtwid' | new_spedecon_gtwid |
| Creates object of class 'spedecon_spline_sped_fit' | new_spedecon_spline_sped_fit |
| Smoothness-Penalized Deconvolution | sped |
| Fourier transform of Uniform density | uniform_gtwid |
