Package: bbw 0.3.0.9000

Ernest Guevarra

bbw: Blocked Weighted Bootstrap

The blocked weighted bootstrap (BBW) is an estimation technique for use with data from two-stage cluster sampled surveys in which either prior weighting (e.g. population-proportional sampling or PPS as used in Standardized Monitoring and Assessment of Relief and Transitions or SMART surveys) or posterior weighting (e.g. as used in rapid assessment method or RAM and simple spatial sampling method or S3M surveys) is implemented. See Cameron et al (2008) <doi:10.1162/rest.90.3.414> for application of bootstrap to cluster samples. See Aaron et al (2016) <doi:10.1371/journal.pone.0163176> and Aaron et al (2016) <doi:10.1371/journal.pone.0162462> for application of the blocked weighted bootstrap to estimate indicators from two-stage cluster sampled surveys.

Authors:Mark Myatt [aut, cph], Ernest Guevarra [aut, cre, cph]

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bbw.pdf |bbw.html✨
bbw/json (API)
NEWS

# Install 'bbw' in R:
install.packages('bbw', repos = c('https://rapidsurveys.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/rapidsurveys/bbw/issues

Pkgdown site:https://rapidsurveys.io

Datasets:

On CRAN:

Conda:

bootstrapping-statisticsramsurveys

5.91 score 3 stars 2 packages 9 scripts 458 downloads 12 exports 68 dependencies

Last updated 2 months agofrom:07f9daf63b. Checks:6 OK, 2 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 15 2025
R-4.5-winNOTEFeb 15 2025
R-4.5-macOKFeb 15 2025
R-4.5-linuxNOTEFeb 15 2025
R-4.4-winOKFeb 15 2025
R-4.4-macOKFeb 15 2025
R-4.3-winOKFeb 15 2025
R-4.3-macOKFeb 15 2025

Exports:boot_bwboot_bw_estimateboot_bw_parallelboot_bw_sample_clustersboot_bw_sample_within_clustersboot_bw_sequentialboot_bw_weightbootBWbootClassicbootPROBITestimate_totalrecode

Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscolorspacecowplotcpp11DerivdoBydoParalleldplyrfansifarverforeachFormulagenericsggplot2gluegtableisobanditeratorslabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivparallellypbkrtestpillarpkgconfigpurrrquantregR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

Blocked Weighted Bootstrap

Mark Myatt and Ernest Guevarra

Rendered frombbw.Rmdusingknitr::rmarkdownon Feb 15 2025.

Last update: 2025-01-15
Started: 2018-01-14

Blocked weighted bootstrap estimation

Ernest Guevarra

Rendered frombbw-estimation.Rmdusingknitr::rmarkdownon Feb 15 2025.

Last update: 2025-01-11
Started: 2025-01-08

Using bbw with parallel computation

Ernest Guevarra

Rendered frombbw-parallel.Rmdusingknitr::rmarkdownon Feb 15 2025.

Last update: 2025-01-15
Started: 2025-01-15