Package: surveybootstrap 0.2.1

surveybootstrap: Bootstrap with Survey Data

Implements different kinds of bootstraps to estimate sampling variation from survey data with complex designs. Includes the rescaled bootstrap described in Rust and Rao (1996) <doi:10.1177/096228029600500305> and Rao and Wu (1988) <doi:10.1080/01621459.1988.10478591>.

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

# Install 'surveybootstrap' in R:

install.packages('surveybootstrap', repos = c('https://dfeehan.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/dfeehan/surveybootstrap/issues

Pkgdown/docs site:https://dfeehan.github.io

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

MU284 - The MU284 Population dataset
MU284.boot.res.summ - Benchmarks for unit tests
MU284.complex.surveys - Simulated sample surveys drawn from the MU284 Population using a complex design
MU284.surveys - Simulated sample surveys drawn from the MU284 Population

On CRAN:

cpp

5.94 score 16 stars 22 scripts 297 downloads 5 exports 23 dependencies

Last updated from:a94ca64769. Checks:15 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	125
linux-devel-x86_64	OK	165
source / vignettes	OK	194
linux-release-arm64	OK	169
linux-release-x86_64	OK	157
macos-release-arm64	OK	216
macos-release-x86_64	OK	405
macos-oldrel-arm64	OK	214
macos-oldrel-x86_64	OK	469
windows-devel-arm64	OK	375
windows-devel-x86_64	OK	172
windows-release-arm64	OK	380
windows-release-x86_64	OK	132
windows-oldrel-x86_64	OK	130
wasm-release	OK	123

Exports:bootstrap.estimates get.rescaled.bootstrap.weights rescaled.bootstrap.sample rescaled.bootstrap.weights srs.bootstrap.sample

Dependencies:cli dplyr functional generics glue lifecycle lisp magrittr pillar pkgconfig plyr purrr R6 Rcpp RcppArmadillo rlang stringi stringr tibble tidyselect utf8 vctrs withr

The rescaled bootstrap

Rendered fromrescaled_bootstrap.Rmdusingknitr::rmarkdown

Last update: 2026-02-24
Started: 2015-06-01

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
bootstrap.estimates	bootstrap.estimates
Get a dataset from a chain	chain.data
Get the size of a chain	chain.size
Get all of the values of the given variable found among members of a chain	chain.vals
Estimate degree distributions by trait	estimate.degree.distns
Construct a mixing model from GoC/RDS data	estimate.mixing
rescaled.bootstrap.weights	get.rescaled.bootstrap.weights
Determine whether or not one id is a parent of another	is.child.ct
Build an RDS seed's chain from the dataset	make.chain
Get the height (maximum depth) of a chain	max.depth
Run a markov model	mc.sim
The MU284 Population dataset	MU284
Benchmarks for unit tests	MU284.boot.res.summ
Simulated sample surveys drawn from the MU284 Population using a complex design	MU284.complex.surveys
MU284.estimator.fn	MU284.estimator.fn
MU284.estimator.summary.fn	MU284.estimator.summary.fn
Simulated sample surveys drawn from the MU284 Population	MU284.surveys
Draw RDS bootstrap resamples for one chain	rds.boot.draw.chain
Draw RDS bootstrap resamples	rds.chain.boot.draws
Draw RDS bootstrap resamples using the algorithm in Salganik 2006 (see Details below)	rds.mc.boot.draws
rescaled.bootstrap.sample	rescaled.bootstrap.sample
rescaled.bootstrap.sample.pureR	rescaled.bootstrap.sample.pureR
rescaled.bootstrap.weights	rescaled.bootstrap.weights
srs.bootstrap.sample	srs.bootstrap.sample
Survey bootstrap variance estimators	surveybootstrap-package package-surveybootstrap surveybootstrap