QuantifQuantile: Estimation of Conditional Quantiles using Optimal Quantization

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Estimation of conditional quantiles using optimal quantization. Construction of an optimal grid of N quantizers, estimation of conditional quantiles and data driven selection of the size N of the grid. Graphical illustrations for the selection of N and of resulting estimated curves or surfaces when the dimension of the covariate is one or two.

Author
Isabelle Charlier and Davy Paindaveine and Jerome Saracco
Date of publication
2015-08-13 20:37:00
Maintainer
Isabelle Charlier <ischarli@ulb.ac.be>
License
GPL (>= 2.0)
Version
2.2

View on CRAN

Man pages

choice.grid
Choice of the quantization grids
gironde
A real dataset called gironde
plot.QuantifQuantile
Plot of estimated conditional quantiles using optimal...
print.QuantifQuantile
Print of QuantifQuantile results
QuantifQuantile
QuantifQuantile for X univariate
QuantifQuantile.d
QuantifQuantile for general X
QuantifQuantile.d2
QuantifQuantile for X bivariate
summary.QuantifQuantile
Summary of QuantifQuantile results

Files in this package

QuantifQuantile
QuantifQuantile/NAMESPACE
QuantifQuantile/data
QuantifQuantile/data/gironde.rda
QuantifQuantile/R
QuantifQuantile/R/QuantifQuantile.d.R
QuantifQuantile/R/choice.grid.R
QuantifQuantile/R/plot.QuantifQuantile.R
QuantifQuantile/R/QuantifQuantile.R
QuantifQuantile/R/print.QuantifQuantile.R
QuantifQuantile/R/summary.QuantifQuantile.R
QuantifQuantile/R/gironde.R
QuantifQuantile/R/QuantifQuantile.d2.R
QuantifQuantile/MD5
QuantifQuantile/DESCRIPTION
QuantifQuantile/man
QuantifQuantile/man/gironde.Rd
QuantifQuantile/man/summary.QuantifQuantile.Rd
QuantifQuantile/man/plot.QuantifQuantile.Rd
QuantifQuantile/man/choice.grid.Rd
QuantifQuantile/man/print.QuantifQuantile.Rd
QuantifQuantile/man/QuantifQuantile.d2.Rd
QuantifQuantile/man/QuantifQuantile.Rd
QuantifQuantile/man/QuantifQuantile.d.Rd