twostageTE: Two-Stage Threshold Estimation

Implements a variety of non-parametric methods for computing one-stage and two-stage confidence intervals, as well as point estimates of threshold values.

Author
Shawn Mankad, George Michailidis, Moulinath Banerjee
Date of publication
2015-09-27 18:09:43
Maintainer
Shawn Mankad <smankad@cornell.edu>
License
GPL-2
Version
1.3

View on CRAN

Man pages

chernoff_realizations
Quantiles of the Chernoff Random Variable
estimateDeriv
Derivative Estimation
estimateSigmaSq
Estimate Variance
likelihoodConfidenceInterval
Likelihood ratio based confidence intervals
linearBootstrapConfidenceInterval_stageTwo
Confidence interval based on bootstrapping a local linear...
pava
isotonic regression
plot.twostageTE
Plot function for twostageTE
print.twostageTE
print for twostageTE
RVforLR_realizations
Realizations of Random variable for LR-based confidence...
stageOneAnalysis
Stage one analysis
stageTwoAnalysis
Stage two analysis
summary.twostageTE
summary method for object twostageTE
threshold_estimate_ir
Threshold estimate based on IR
threshold_estimate_locLinear
Threshold estimate based on local linear approximation
twostageTE-package
Threshold value estimation using two-stage plans
waldConfidenceInterval_ir_stageOne
Stage one IR-Wald confidence interval
waldConfidenceInterval_ir_stageTwo
Two-stage IR-Wald confidence interval

Files in this package

twostageTE
twostageTE/inst
twostageTE/inst/CITATION
twostageTE/NAMESPACE
twostageTE/data
twostageTE/data/chernoff_realizations.RData
twostageTE/data/RVforLR_realizations.RData
twostageTE/R
twostageTE/R/print.twostageTE.R
twostageTE/R/threshold_estimate_ir.R
twostageTE/R/estimateSigmaSq.R
twostageTE/R/likelihoodConfidenceInterval.R
twostageTE/R/stageTwoAnalysis.R
twostageTE/R/linearBootstrapConfidenceInterval_stageTwo.R
twostageTE/R/estimateDeriv.R
twostageTE/R/threshold_estimate_locLinear.R
twostageTE/R/summary.twostageTE.R
twostageTE/R/waldConfidenceInterval_ir_stageOne.R
twostageTE/R/waldConfidenceInterval_ir_stageTwo.R
twostageTE/R/plot.twostageTE.R
twostageTE/R/stageOneAnalysis.R
twostageTE/R/pava.R
twostageTE/MD5
twostageTE/DESCRIPTION
twostageTE/man
twostageTE/man/likelihoodConfidenceInterval.Rd
twostageTE/man/threshold_estimate_locLinear.Rd
twostageTE/man/estimateSigmaSq.Rd
twostageTE/man/stageOneAnalysis.Rd
twostageTE/man/pava.Rd
twostageTE/man/waldConfidenceInterval_ir_stageTwo.Rd
twostageTE/man/chernoff_realizations.Rd
twostageTE/man/twostageTE-package.Rd
twostageTE/man/print.twostageTE.Rd
twostageTE/man/threshold_estimate_ir.Rd
twostageTE/man/summary.twostageTE.Rd
twostageTE/man/waldConfidenceInterval_ir_stageOne.Rd
twostageTE/man/RVforLR_realizations.Rd
twostageTE/man/linearBootstrapConfidenceInterval_stageTwo.Rd
twostageTE/man/plot.twostageTE.Rd
twostageTE/man/estimateDeriv.Rd
twostageTE/man/stageTwoAnalysis.Rd