Rearrangement: Monotonize Point and Interval Functional Estimates by Rearrangement

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The rearrangement operator (Hardy, Littlewood, and Polya 1952) for univariate, bivariate, and trivariate point estimates of monotonic functions. The package additionally provides a function that creates simultaneous confidence intervals for univariate functions and applies the rearrangement operator to these confidence intervals.

Author
Wesley Graybill, Mingli Chen, Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
Date of publication
2016-03-02 01:48:30
Maintainer
Ivan Fernandez-Val <ivanf@bu.edu>
License
GPL (>= 2)
Version
2.1

View on CRAN

Man pages

GrowthChart
Age and Height of White Males
lclm
Local Constant Estimator for Conditional Mean Functions
lcrq2
Local Constant Estimator for Conditional Quantile Functions
lines.conint
Lines Method for Simultaneous Confidence Intervals
lplm
Local Linear Regression Methods for Conditional Mean...
lprq2
Local Linear Regression Methods for Conditional Quantile...
plot.conint
Plot Method for Simultaneous Confidence Intervals
points.conint
Points Method for Simultaneous Confidence Intervals
polygon.conint
polygon Method for Simultaneous Confidence Intervals
rconint
Rearrangement of Simultaneous Confidence Intervals
rearrangement
Rearrangement
Rearrangement-package
Point and Interval Rearrangement
simconboot
Simultaneous Confidence Interval Estimation using Bootstrap

Files in this package

Rearrangement
Rearrangement/inst
Rearrangement/inst/doc
Rearrangement/inst/doc/vignette.Rnw
Rearrangement/inst/doc/vignette.pdf
Rearrangement/inst/doc/vignette.R
Rearrangement/inst/doc/vignette.bib
Rearrangement/NAMESPACE
Rearrangement/data
Rearrangement/data/GrowthChart.rda
Rearrangement/R
Rearrangement/R/rearrangement.r
Rearrangement/vignettes
Rearrangement/vignettes/vignette.Rnw
Rearrangement/vignettes/vignette.bib
Rearrangement/MD5
Rearrangement/build
Rearrangement/build/vignette.rds
Rearrangement/DESCRIPTION
Rearrangement/man
Rearrangement/man/rconint.Rd
Rearrangement/man/simconboot.Rd
Rearrangement/man/GrowthChart.Rd
Rearrangement/man/lcrq2.Rd
Rearrangement/man/plot.conint.Rd
Rearrangement/man/polygon.conint.Rd
Rearrangement/man/lines.conint.Rd
Rearrangement/man/points.conint.Rd
Rearrangement/man/Rearrangement-package.Rd
Rearrangement/man/rearrangement.Rd
Rearrangement/man/lplm.Rd
Rearrangement/man/lclm.Rd
Rearrangement/man/lprq2.Rd