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twostageTE (version 1.3)

Two-Stage Threshold Estimation

Description

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

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Version

Install

install.packages('twostageTE')

Monthly Downloads

46

Version

1.3

License

GPL-2

Maintainer

Shawn Mankad

Last Published

September 27th, 2015

Functions in twostageTE (1.3)

estimateSigmaSq

Estimate Variance
likelihoodConfidenceInterval

Likelihood ratio based confidence intervals
summary.twostageTE

summary method for object twostageTE
chernoff_realizations

Quantiles of the Chernoff Random Variable
stageTwoAnalysis

Stage two analysis
linearBootstrapConfidenceInterval_stageTwo

Confidence interval based on bootstrapping a local linear model
print.twostageTE

print for twostageTE
pava

isotonic regression
estimateDeriv

Derivative Estimation
waldConfidenceInterval_ir_stageOne

Stage one IR-Wald confidence interval
stageOneAnalysis

Stage one analysis
waldConfidenceInterval_ir_stageTwo

Two-stage IR-Wald confidence interval
threshold_estimate_locLinear

Threshold estimate based on local linear approximation
RVforLR_realizations

Realizations of Random variable for LR-based confidence intervals
plot.twostageTE

Plot function for twostageTE
threshold_estimate_ir

Threshold estimate based on IR
twostageTE

Threshold value estimation using two-stage plans