Beyond Q-Q plots: Some new graphical tools for the assessment of distributional assumptions and the tail behavior of the data

We introduce some new approaches for the graphical assessment of distribution of the data that supplement the existing graphical methods. Analogous to Q-Q plots and P-P plots, we introduce plots based on arc length and area of surface of revolution of the density function. Thus, our method indirectl...

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Veröffentlicht in:	Journal of statistical theory and practice 2017-10, Vol.11 (4), p.531-552
Hauptverfasser:	Hoxhaj, Valmira, Khattree, Ravindra
Format:	Artikel
Sprache:	eng
Schlagworte:	62-09 Andrews plot arc length area of surface of revolution geometric curvature graphical testing Khattree-Naik curves Probability Theory and Stochastic Processes Statistical Theory and Methods Statistics tail behavior
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