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Diagnostic Plots for One-Dimensional Data

Sawitzki, Günther

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Abstract

How do we draw a distribution on the line? We give a survey of somewell known and some recent proposals to present such a distribution, based onsample data. We claim: a diagnostic plot is only as good as the hard statisticaltheory that is supporting it. To make this precise, one has to ask for theunderlying functionals, study their stochastic behaviour and ask for the naturalmetrics associated to a plot. We try to illustrate this point of view for someexamples.

Item Type: Working paper
Place of Publication: Heidelberg
Date Deposited: 08 Jul 2016 08:53
Date: November 1999
Number of Pages: 14
Faculties / Institutes: The Faculty of Mathematics and Computer Science > Department of Applied Mathematics
Subjects: 310 General statistics
510 Mathematics
Schriftenreihe ID: Beiträge zur Statistik > Reports
Additional Information: Auch erschienen in: Computational Statistics. Papers collected on the Occasionof the 25th Conference on Statistical Computing at Schloss Reisensburg.(Edited by P.Dirschedl & R.Ostermann for the Working Groups ...)Heidelberg, Physica, 1994, ISBN 3-7908-0813-x, S. 237-258.
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