Package: yaImpute
Type: Package
Title: Nearest Neighbor Observation Imputation and Evaluation Tools
Version: 1.0-35
Date: 2024-09-09
Authors@R: c(
  person(family="Evans", given="Jeffrey S.", email = "sage_insights@outlook.com", 
         role = c("aut", "cre"), comment = c(ORCID = "0000-0002-5533-7044")),
  person(family="Crookston", given="Nicholas L.", role = c("aut")),
  person(family="Finley", given="Andrew O.", role = c("aut")),			 
  person(family="Coulston (Sunil Arya and David Mount for ANN)", given="John", 
         role = c("ctb", "com")) )
Description: Performs nearest neighbor-based imputation using one or
        more alternative approaches to processing multivariate data.
        These include methods based on canonical correlation: analysis,
        canonical correspondence analysis, and a multivariate
        adaptation of the random forest classification and regression
        techniques of Leo Breiman and Adele Cutler. Additional methods
        are also offered. The package includes functions for comparing
        the results from running alternative techniques, detecting
        imputation targets that are notably distant from reference
        observations, detecting and correcting for bias, bootstrapping
        and building ensemble imputations, and mapping results.
Depends: R (>= 4.0.0)
Imports: grDevices, graphics, stats, utils
Suggests: vegan, ccaPP, randomForest, gam, fastICA, parallel, gower
Copyright: ANN library is copyright University of Maryland and Sunil
        Arya and David Mount. See file COPYRIGHTS for details.
Maintainer: Jeffrey S. Evans <jeffrey_evans@tnc.org>
License: GPL (>= 2)
URL: https://github.com/jeffreyevans/yaImpute
BugReports: https://github.com/jeffreyevans/yaImpute/issues
NeedsCompilation: yes
Encoding: UTF-8
RoxygenNote: 7.2.1
Repository: https://jeffreyevans.r-universe.dev
Date/Publication: 2026-02-09 21:04:56 UTC
RemoteUrl: https://github.com/jeffreyevans/yaimpute
RemoteRef: HEAD
RemoteSha: f9077faeca038a4637fe43bb1a93750f7df2009d
Packaged: 2026-06-24 11:05:34 UTC; root
Author: Jeffrey S. Evans [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-5533-7044>),
  Nicholas L. Crookston [aut],
  Andrew O. Finley [aut],
  John Coulston (Sunil Arya and David Mount for ANN) [ctb, com]