Package: mase
Type: Package
Title: Model-Assisted Survey Estimators
Version: 0.1.5.2
Date: 2024-02-17
Encoding: UTF-8
Authors@R: c(person("Kelly", "McConville", role = c("cre", "aut", "cph"),
                    email = "kmcconville@fas.harvard.edu"),
            person("Josh", "Yamamoto", role = c("aut"),
                    email = "joshuayamamoto5@gmail.com"),
            person("Becky", "Tang", role = "aut"),
            person("George", "Zhu", role = "aut"),
            person("Sida", "Li", role = "ctb"),
            person("Shirley", "Chueng", role = "ctb"),
            person("Daniell", "Toth", role = "ctb")
            )
Maintainer: Kelly McConville <kmcconville@fas.harvard.edu>
Description: A set of model-assisted survey estimators and corresponding
    variance estimators for single stage, unequal probability, without replacement
    sampling designs.  All of the estimators can be written as a generalized 
    regression estimator with the Horvitz-Thompson, ratio, post-stratified, and 
    regression estimators summarized by Sarndal et al. (1992, ISBN:978-0-387-40620-6).
    Two of the estimators employ a statistical learning model as the assisting model:
    the elastic net regression estimator, which is an extension of the lasso regression
    estimator given by McConville et al. (2017) <doi:10.1093/jssam/smw041>, and the 
    regression tree estimator described in McConville and Toth (2017) <arXiv:1712.05708>. 
    The variance estimators which approximate the joint inclusion probabilities can
    be found in Berger and Tille (2009) <doi:10.1016/S0169-7161(08)00002-3> and the
    bootstrap variance estimator is presented in Mashreghi et al. (2016) 
    <doi:10.1214/16-SS113>.
License: GPL-2
Imports: glmnet, survey, dplyr, tidyr, rpms, boot, stats, Rdpack,
        ellipsis, Rcpp
Suggests: roxygen2, testthat (>= 3.0.0), knitr, rmarkdown
Depends: R (>= 4.1.0)
Collate: 'gregt.R' 'varMase.R' 'GREG.R' 'IdahoPop.R' 'IdahoSamp.R'
        'RcppExports.R' 'gregElasticNett.R' 'gregElasticNet.R'
        'gregTree.R' 'gregtreet.R' 'htt.R' 'horvitzThompson.R'
        'logisticGregElasticNett.R' 'logisticGregt.R' 'mase-package.R'
        'modifiedGreg.R' 'modifiedGregt.R' 'modifiedLogisticGregt.R'
        'postStratt.R' 'postStrat.R' 'ratio.R' 'ratioEstimatort.R'
        'ratioEstimator.R'
RoxygenNote: 7.2.3
RdMacros: Rdpack
Config/testthat/edition: 3
LazyData: true
LinkingTo: Rcpp, RcppEigen
NeedsCompilation: yes
Packaged: 2024-01-17 16:07:29 UTC; joshuayamamoto
Author: Kelly McConville [cre, aut, cph],
  Josh Yamamoto [aut],
  Becky Tang [aut],
  George Zhu [aut],
  Sida Li [ctb],
  Shirley Chueng [ctb],
  Daniell Toth [ctb]
Repository: CRAN
Date/Publication: 2024-01-17 16:50:02 UTC
Built: R 4.5.0; aarch64-apple-darwin20; 2025-04-02 12:04:47 UTC; unix
Archs: mase.so.dSYM
