Package: chartreview 1.0

Georg Hahn

chartreview: Adaptive Multi-Wave Sampling for Efficient Chart Validation

Functionality to perform adaptive multi-wave sampling for efficient chart validation. Code allows one to define strata, adaptively sample using several types of confidence bounds for the quantity of interest (Lai's confidence bands, Bayesian credible intervals, normal confidence intervals), and sampling strategies (random sampling, stratified random sampling, Neyman's sampling, see Neyman (1934) <doi:10.2307/2342192> and Neyman (1938) <doi:10.1080/01621459.1938.10503378>).

Authors:Georg Hahn [aut, cre], Sebastian Schneeweiss [ctb], Shirley Wang [ctb]

chartreview_1.0.tar.gz
chartreview_1.0.tar.gz(r-4.5-noble)chartreview_1.0.tar.gz(r-4.4-noble)
chartreview_1.0.tgz(r-4.4-emscripten)chartreview_1.0.tgz(r-4.3-emscripten)
chartreview.pdf |chartreview.html✨
chartreview/json (API)

# Install 'chartreview' in R:

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

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 214 downloads 8 exports 110 dependencies

Last updated 1 months agofrom:919ed9dd1b. Checks:2 OK. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Feb 16 2025
R-4.5-linux	OK	Feb 16 2025

Exports:credibleinterval fullrun lai makeplot normalci stoppingcriterion stratum subsetInterval

Dependencies:anesrake backports base64enc bit bit64 boot broom bslib cachem checkmate cli clipr cluster codetools colorspace cpp11 crayon data.table digest dplyr evaluate fansi farver fastmap fontawesome forcats foreach foreign Formula fs gdata generics ggplot2 glmnet glue gridExtra gtable gtools haven highr Hmisc hms htmlTable htmltools htmlwidgets isoband iterators jomo jquerylib jsonlite knitr labeling lattice lifecycle lme4 magrittr MASS Matrix memoise mgcv mice mime minqa mitml munsell nlme nloptr nnet numDeriv ordinal pan pillar pkgconfig prettyunits progress purrr R6 rappdirs rbibutils RColorBrewer Rcpp RcppEigen Rdpack readr reformulas rlang rmarkdown rpart rstudioapi sass scales shape stringi stringr survival tibble tidyr tidyselect tinytex tzdb ucminf utf8 vctrs viridis viridisLite vroom weights withr xfun yaml

Help page	Topics
Bayesian credible interval for binomial quantity	credibleinterval
Adaptive sampling algorithm which implements several types of sampling strategies	fullrun
Lai confidence sequence for binomial quantity	lai
Generate plots on confidence intervals and prediction	makeplot
Normal confidence interval for continuous quantity	normalci
Different options for the stopping criterion	stoppingcriterion
Statification of input data matrix into given strata	stratum
Check if some interval is a subset of another interval	subsetInterval

Package: chartreview 1.0

chartreview: Adaptive Multi-Wave Sampling for Efficient Chart Validation

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Help Manual

Usage by other packages (reverse dependencies)