Package: surveyCV
Type: Package
Title: Cross Validation Based on Survey Design
Version: 0.2.0.9003
Date: 2022-05-26
Authors@R: c(
    person("Cole", "Guerin", email = "cole@guerincreative.com", role = "aut"),
    person("Thomas", "McMahon", email = "thomasmcmahon9@gmail.com", role = "aut"),
    person("Jerzy", "Wieczorek", email = "jawieczo@colby.edu", role = c("cre", "aut"),
           comment = c(ORCID = "0000-0002-2859-6534")),
    person("Ben", "Schneider", email = "benjamin.julius.schneider@gmail.com", role = "ctb"),
    person("Hunter", "Ratliff", role = "ctb"))
Description: Functions to generate K-fold cross validation (CV) folds
        and CV test error estimates that take into account how a survey
        dataset's sampling design was constructed (SRS, clustering,
        stratification, and/or unequal sampling weights). You can input
        linear and logistic regression models, along with data and a
        type of survey design in order to get an output that can help
        you determine which model best fits the data using K-fold cross
        validation. Our paper on "K-Fold Cross-Validation for Complex
        Sample Surveys" by Wieczorek, Guerin, and McMahon (2022)
        <doi:10.1002/sta4.454> explains why differing how we take folds
        based on survey design is useful.
License: GPL-2 | GPL-3
Encoding: UTF-8
LazyData: TRUE
Depends: R (>= 4.0)
Imports: survey (>= 4.1), magrittr (>= 2.0), utils
Suggests: dplyr (>= 1.0), ggplot2 (>= 3.3), grid (>= 4.0), gridExtra
        (>= 2.3), ISLR (>= 1.2), knitr (>= 1.29), rmarkdown (>= 2.2),
        rpms (>= 0.5), splines (>= 4.0), testthat (>= 3.1)
VignetteBuilder: knitr
URL: https://github.com/ColbyStatSvyRsch/surveyCV/
BugReports: https://github.com/ColbyStatSvyRsch/surveyCV/issues
RoxygenNote: 7.1.2
Config/pak/sysreqs: make
Repository: https://colbystatsvyrsch.r-universe.dev
Date/Publication: 2022-05-26 20:20:09 UTC
RemoteUrl: https://github.com/colbystatsvyrsch/surveycv
RemoteRef: HEAD
RemoteSha: c14d5b5192a4bbf90337ee8ab763f2c64dda9397
NeedsCompilation: no
Packaged: 2026-07-04 03:25:53 UTC; root
Author: Cole Guerin [aut],
  Thomas McMahon [aut],
  Jerzy Wieczorek [cre, aut] (ORCID:
    <https://orcid.org/0000-0002-2859-6534>),
  Ben Schneider [ctb],
  Hunter Ratliff [ctb]
Maintainer: Jerzy Wieczorek <jawieczo@colby.edu>