Evaluation of Air Pollutants Using Bootstrapping Extremes Models

Language: English

Published by LAP LAMBERT Academic Publishing Jul 2014, 2014

3659578169 / 9783659578168

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This item is printed on demand - Print on Demand Titel. Neuware -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 order statistics for an appropriate choice o re-sample size are investigated.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 132 pp. Englisch.…

Seller Inventory # 9783659578168

Title
Evaluation of Air Pollutants Using Bootstrapping Extremes Models
Author
Haroon Barakat
Publisher
LAP LAMBERT Academic Publishing Jul 2014
Publication year
2014
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3659578169
ISBN 13
9783659578168
Item weight
215 grams
Dimensions
220x150x9 mm

buchversandmimpf2000

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