This is the development place for the R-package
surveysd. The package can be used to estimate the standard deviation of estimates in complex surveys using bootstrap weights.
# Install release version from CRAN install.packages("surveysd") # Install development version from GitHub devtools::install_github("statistikat/surveysd")
Bootstrapping has long been around and used widely to estimate confidence intervals and standard errors of point estimates. This package aims to combine all necessary steps for applying a calibrated bootstrapping procedure with custom estimating functions.
A typical workflow with this package consists of three steps. To see these concepts in practice, please refer to the getting started vignette.
ipf()using an iterative proportional updating algorithm.