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chartreview (version 1.0)

Adaptive Multi-Wave Sampling for Efficient Chart Validation

Description

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) and Neyman (1938) ).

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Version

Install

install.packages('chartreview')

Monthly Downloads

117

Version

1.0

License

GPL (>= 2)

Maintainer

Georg Hahn

Last Published

January 17th, 2025

Functions in chartreview (1.0)

subsetInterval

Check if some interval is a subset of another interval
makeplot

Generate plots on confidence intervals and prediction
normalci

Normal confidence interval for continuous quantity
stoppingcriterion

Different options for the stopping criterion
credibleinterval

Bayesian credible interval for binomial quantity
fullrun

Adaptive sampling algorithm which implements several types of sampling strategies
lai

Lai confidence sequence for binomial quantity
stratum

Statification of input data matrix into given strata