Haroon Barakat, El- Sayed Nigm, Osama Khaled

Evaluation of Air Pollutants Using Bootstrapping Extremes Models

• Broschiertes Buch

Produktbeschreibung

The main aim of this work is to apply Generalized Extreme Value distribution under Linear normalization (GEVL) and Generalized Pareto Distribution under Linear normalization (GPDL) to modeling air pollutant in El Sharkia governorate in Egypt. Also, to solve the problem of the choice peak over threshold in the case of GPDL and the validity of bootstrap method in the case of GEVL modeling. We suggest the sub-sample bootstrap method to convert any data to block data to use it for GEVL modeling. Moreover, we introduced the Generalized Pareto Distribution under Power normalization (GPDP), which enables us to suggest an efficient method for modeling extreme value under power normalization. We present statistical inference about the upper tail distribution for (GPDP). We also compare between the modeling under linear normalization and under power normalization. Finally, in the last chapter of this book the inconsistent and weak consistency of bootstrapping central and intermediate orderstatistics for an appropriate choice o re-sample size are investigated.

Produktdetails

• Verlag: LAP Lambert Academic Publishing
• Seitenzahl: 132
• Erscheinungstermin: 22. Juli 2014
• Englisch
• Abmessung: 220mm x 150mm x 8mm
• Gewicht: 215g
• ISBN-13: 9783659578168
• ISBN-10: 3659578169
• Artikelnr.: 41353888

Autorenporträt

H.M. Barakat received his BS from Alexa. Univ., Egypt 1976. His Ph. D. in Math. Statist. Moscow state Univ., Moscow 1986. In 1998, he received a Prof. from Zagazig Univ. In 1999, he was awarded the Egyptian Encouraging State Prize in Math. In 2007 he was awarded Distinction national State Prize of the Egyptian Academy of Sciences in Basic Science.