Other packages > Find by keyword >

spedecon  

Smoothness-Penalized Deconvolution for Density Estimation Under Measurement Error
View on CRAN: Click here


Download and install spedecon package within the R console
Install from CRAN:
install.packages("spedecon")

Install from Github:
library("remotes")
install_github("cran/spedecon")

Install by package version:
library("remotes")
install_version("spedecon", "0.1")



Attach the package and use:
library("spedecon")
Maintained by
David Kent
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-01-12
Latest Update: 2024-01-12
Description:
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.
How to cite:
David Kent (2024). spedecon: Smoothness-Penalized Deconvolution for Density Estimation Under Measurement Error. R package version 0.1, https://cran.r-project.org/web/packages/spedecon. Accessed 30 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited spedecon R package
View spedecon citation profile
Other R packages that spedecon depends, imports, suggests or enhances
Complete documentation for spedecon
Functions, R codes and Examples using the spedecon R package
Some associated functions: compute_ephemera . gaussian_gtwid . laplace_gtwid . new_spedecon_gtwid . new_spedecon_spline_sped_fit . sped . uniform_gtwid . 
Some associated R codes: innprod.R . sped.R . spedecon-spedecon.R . utils.R .  Full spedecon package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

CVrisk  
Compute Risk Scores for Cardiovascular Diseases
Calculate various cardiovascular disease risk scores from the Framingham Heart Study (FHS), the Ame ...
Download / Learn more Package Citations See dependency  
RiemBase  
Functions and C++ Header Files for Computation on Manifolds
We provide a number of algorithms to estimate fundamental statistics including Fr ...
Download / Learn more Package Citations See dependency  
GLMsData  
Generalized Linear Model Data Sets
Data sets from the book Generalized Linear Models with Examples in R by Dunn and Smyth. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA