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QuantifQuantile (version 2.2)

Estimation of Conditional Quantiles using Optimal Quantization

Description

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.

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Version

Install

install.packages('QuantifQuantile')

Monthly Downloads

25

Version

2.2

License

GPL (>= 2.0)

Maintainer

Isabelle Charlier

Last Published

August 13th, 2015

Functions in QuantifQuantile (2.2)

plot.QuantifQuantile

Plot of estimated conditional quantiles using optimal quantization.
gironde

A real dataset called gironde
QuantifQuantile.d

QuantifQuantile for general X
summary.QuantifQuantile

Summary of QuantifQuantile results
choice.grid

Choice of the quantization grids
QuantifQuantile.d2

QuantifQuantile for X bivariate
QuantifQuantile

QuantifQuantile for X univariate
print.QuantifQuantile

Print of QuantifQuantile results