Package index • surveybootstrap

Main bootstrap interface

High-level function for obtaining bootstrap estimates of sampling uncertainty from any estimator.

bootstrap.estimates(): bootstrap.estimates

Bootstrap sampling methods

Functions that draw bootstrap resamples from a survey dataset. Pass the name of one of these to the bootstrap.fn argument of bootstrap.estimates().

rescaled.bootstrap.sample(): rescaled.bootstrap.sample
srs.bootstrap.sample(): srs.bootstrap.sample

Bootstrap weight utilities

Functions that return rescaled bootstrap weights as data frames, useful for downstream calculations such as jackknife-after-bootstrap (JAB) variance estimation.

get.rescaled.bootstrap.weights(): rescaled.bootstrap.weights
rescaled.bootstrap.weights(): rescaled.bootstrap.weights

RDS bootstrap methods

Bootstrap functions for respondent-driven sampling (RDS) data.

rds.boot.draw.chain(): Draw RDS bootstrap resamples for one chain
rds.chain.boot.draws(): Draw RDS bootstrap resamples
rds.mc.boot.draws(): Draw RDS bootstrap resamples using the algorithm in Salganik 2006 (see Details below)
estimate.degree.distns(): Estimate degree distributions by trait
estimate.mixing(): Construct a mixing model from GoC/RDS data

RDS chain utilities

Internal helper functions for working with RDS recruitment chains.

chain.data(): Get a dataset from a chain
chain.size(): Get the size of a chain
chain.vals(): Get all of the values of the given variable found among members of a chain
is.child.ct(): Determine whether or not one id is a parent of another
make.chain(): Build an RDS seed's chain from the dataset
max(<depth>): Get the height (maximum depth) of a chain
mc.sim(): Run a markov model

Example data

The MU284 dataset (284 Swedish municipalities) and simulated samples drawn from it, used in package examples and tests.

MU284: The MU284 Population dataset
MU284.surveys: Simulated sample surveys drawn from the MU284 Population
MU284.complex.surveys: Simulated sample surveys drawn from the MU284 Population using a complex design
MU284.boot.res.summ: Benchmarks for unit tests
MU284.estimator.fn(): MU284.estimator.fn
MU284.estimator.summary.fn(): MU284.estimator.summary.fn

Legacy / internal

Older implementations retained for reference.

rescaled.bootstrap.sample.pureR(): rescaled.bootstrap.sample.pureR
surveybootstrap-package surveybootstrap package-surveybootstrap: Survey bootstrap variance estimators