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fabCI (version 0.2)

FAB Confidence Intervals

Description

Frequentist assisted by Bayes (FAB) confidence interval construction. See 'Adaptive multigroup confidence intervals with constant coverage' by Yu and Hoff and 'Exact adaptive confidence intervals for linear regression coefficients' by Hoff and Yu .

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Version

Install

install.packages('fabCI')

Monthly Downloads

170

Version

0.2

License

GPL-3

Maintainer

Last Published

January 7th, 2021

Functions in fabCI (0.2)

hhetmodel

Hierarchical heteroscedastic model estimates
fabtzCI

z-optimal FAB t-interval
ebayes_est

Empirical Bayes estimation of hyperparameters
multifabCIhom

Multigroup FAB t-intervals for the homoscedastic model
fabtwzCI

FAB t-interval with z-optimal w-function
multifabCI

Multigroup FAB t-intervals
fabzCI

FAB z-interval
hhommodel

Hierarchical homoscedastic model estimates
pppaccept

Prior predictive acceptance probability
fabtCI

FAB t-interval
wfabt

Bayes-optimal w-function
fabregCI

FAB regression coefficient intervals
sfabz

Bayes-optimal spending function
radon

Minnesota Radon Dataset
umauregCI

UMAU regression coefficient intervals