Tools for the Bootstrap with Survey Data

Tools for using different kinds of bootstrap for estimating sampling variation using complex survey data.


The goal of the surveybootstrap package is to help people use the bootstrap to estimate sampling uncertainty from surveys, including surveys with complex sample designs.

For more information on the bootstrap for surveys, see

  • Rao, JNK and Wu, CFJ (1988). Resampling inference with complex survey data. Journal of the American Statistical Association, 83(401):231–241.
  • Rao, J., Wu, C., and Yue, K. (1992). Some recent work on resampling methods for complex surveys. Survey Methodology, 18(2):209–217.
  • Efron, B. and Tibshirani, R. J. (1993). An introduction to the bootstrap. Chapman and Hall/CRC.

The development of this software was supported by a grant from the National Institutes of Health (R01-HD075666).

You can install:

  • the latest released version from CRAN with

    install.packages("surveybootstrap")
  • the latest development version from github with

    install.packages("devtools")
    devtools::install_github("dfeehan/surveybootstrap")

If you would like to suggest a feature or report a bug, please create an issue

If you use our package for your research, please cite it so that we can continue to develop it.

  • Feehan, Dennis M. and Salganik, Matthew J. (2016) "The surveybootstrap package." http://cran.r-project.org/package=surveybootstrap

News

surveybootstrap 0.0.1

  • first CRAN version, May 2016

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("surveybootstrap")

0.0.1 by Dennis M. Feehan, a year ago


Browse source code at https://github.com/cran/surveybootstrap


Authors: Dennis M. Feehan [aut, cre], Matthew J. Salganik [ths]


Documentation:   PDF Manual  


Task views: Official Statistics & Survey Methodology


MIT + file LICENSE license


Imports Rcpp

Depends on plyr, dplyr, functional, stringr

Suggests knitr, testthat

Linking to Rcpp, RcppArmadillo


Imported by networkreporting.


See at CRAN