New Advances in Statistical Modeling and Applications by António Pacheco, Rui Santos, Maria do Rosário Oliveira,

By António Pacheco, Rui Santos, Maria do Rosário Oliveira, Carlos Daniel Paulino

This quantity of the chosen Papers is a manufactured from the XIX Congress of the Portuguese Statistical Society, held on the Portuguese city of Nazaré, from September 28 to October 1, 2011. All contributions have been chosen after a radical peer-review strategy. It covers a extensive scope of papers within the parts of Statistical technological know-how, chance and Stochastic tactics, Extremes and Statistical Applications.

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Possibly, this challenge has extra difficulty because we don’t know the number of outliers in a sample—“outlier problem” or “outliers problem”? Several topics are in need of more enhancement: the causes (deterministic and statistic) of the presence of outliers and the question of their existence in structured models (univariate and multivariate); the differences between simple outliers and multiple outliers. On the other hand, different goals we intend to reach when we study outliers in a sample influence the conclusions.

Ending the MendelFisher Controversy. University of Pittsburgh Press, Pittsburgh (2008) 9. B. ): Innovations in Teaching Statistics. The Mathematical Association of America, Washington, DC (2005) 10. : Robust estimation: a condensed partial survey. Z. Wahrscheinlichkeitstheorie verw. Geb. 27, 87–104 (1973) 11. : Breaking misconceptions—statistics and its relationship to mathematics. Statistician 47, 245–250 (1998) 12. : Nonmathematical statistics: a new direction for the undergraduate discipline.

The application of the associated bootstrap algorithm, with n1 D n0:975 and B D 250 generations, to the first randomly generated Burr. ; / sample of size n D 1;000, with D 1 and D 0:5 led us to kO0jH D 76, kO0jH D 157, and kO GJ D 790. The bootstrap EVI-estimates were H D 1:259, H D 1:108 and 0jH GJ H D 1:049, a value indeed closer to the target value the sample paths of the EVI-estimators under study. 4 D 1. In Fig. 5 we present Concluding Remarks A few practical questions and final remarks can now be raised.

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