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This function was developed for nonparametric estimation problems where the estimate must satisfy some shape constraint. Our standard example of this is using a kernel density estimator, with the constraint that the estimate can have only one mode.

Let x be the observed data, and confun(x,...) be a function that checks whether a particular constraint is satisfied. Let y0 be some initial guess solution that satisfies the...



Plots each data point as a box, and puts each box on the graph in such a way that no boxes overlap. By default produces a standalone plot in a new figure window, but can plot into specified axes as well. See the comments in the function help for...