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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
Version
0.2
0.1
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Install
install.packages('fabCI')
Monthly Downloads
193
Version
0.2
License
GPL-3
Maintainer
Peter Hoff
Last Published
January 7th, 2021
Functions in fabCI (0.2)
Search functions
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