We establish general sufficient conditions for the L 2-consistency of multivariate histogram regression estimates based on data-dependent partitions. These same conditions insure the consistency of ...

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The most important parameter of a histogram is the bin width because it controls the tradeoff between presenting a picture with too much detail ("undersmoothing") or too little detail ("oversmoothing" ...