Package: spedecon
Type: Package
Title: Smoothness-Penalized Deconvolution for Density Estimation Under
        Measurement Error
Version: 0.1
Date: 2024-01-11
Authors@R: person("David", "Kent", email = "dk657@cornell.edu", role = c("aut","cre"), comment = c(ORCID = "0000-0003-2880-1216"))
URL: https://www.davidjkent.org
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.
License: GPL-3
Imports: quadprog, splines, methods, stats, graphics
NeedsCompilation: no
Encoding: UTF-8
RoxygenNote: 7.3.0
Packaged: 2024-01-12 00:00:28 UTC; davidk
Author: David Kent [aut, cre] (<https://orcid.org/0000-0003-2880-1216>)
Maintainer: David Kent <dk657@cornell.edu>
Repository: CRAN
Date/Publication: 2024-01-12 10:00:02 UTC
Built: R 4.6.0; ; 2026-04-27 03:45:51 UTC; unix
