📄 variocloudmap.m
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function [out]=variocloudmap(long,lat,variable,robust,opt,varargin)
% PURPOSE: This function links a map and a variogram cloud (only the variogram cloud is active)
%------------------------------------------------------------------------
% USAGE: out=variocloudmap(long,lat,variable,robust,opt,quantiles,carte,label,symbol)
% where :
% long = n x 1 vector of coordinates on the first axis
% lat = n x 1 vector of coordinates on the second axis
% variable = n x 1 vector of the variable to study
% robust = parameter that tells how to calculate the variogram
% * robust=0: usual version
% * robust=1: robust version
% opt = parameter that tells how to draw the scatterplot
% * opt=1 : the scatterplot alone is drawn
% * opt=2 : a kernel mean estimator is added
% * opt=3 : quantiles are added ( see following optionnal parameter )
% quantiles = optionnal vector of quantile orders to draw
% carte = n x 2 optionnal matrix giving the polygons of the edges of the spatial units
% label = n x 1 optionnal variable used to label selected observations
% symbol = * symbol=1 : selected spatial units are marked with a different symbol
% * symbol=0 : selected spatial units are marked with a different color only
%------------------------------------------------------------------------
% OUTPUTS: out = (n x 1) 0-1 variable: selected spatial units are marked with a 1
%------------------------------------------------------------------------
% NOTES: This fonction uses the function fastbinsmooth.m to calculate the mean estimator
%------------------------------------------------------------------------
% MANUAL: Select points on the variogram cloud by clicking with the left mouse button
% You can select points inside a polygon: - right click to set the first point of the polygon
% - left click to set the other points
% - right click to close the polygon
% Selection is lost when you click on the map
% To quit, click the middle button or press 'q'
%------------------------------------------------------------------------
% uses setdens.m, fastbinsmooth.m, quant.m, selectmap.m, selectstat.m
%------------------------------------------------------------------------
%------------------------------------------------------------------------
% Christine Thomas-Agnan, Anne Ruiz-Gazen, Julien Moutel
% June 2003
% Universit
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