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Evaluation of Air Pollutants Using Bootstrapping Extremes Models - Barakat, Haroon; Nigm, El- Sayed; Khaled, Osama
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Barakat, Haroon; Nigm, El- Sayed; Khaled, Osama:
Evaluation of Air Pollutants Using Bootstrapping Extremes Models - gebunden oder broschiert

ISBN: 9783659578168

ID: dc15c93273f891179f40fed2cbab02a8

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. Buch / Mathematik, Naturwissenschaft & Technik / Mathematik / Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik

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Evaluation of Air Pollutants Using Bootstrapping Extremes Models
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Evaluation of Air Pollutants Using Bootstrapping Extremes Models - neues Buch

ISBN: 9783659578168

ID: b7449c20825d61e28c25b4217c39edee

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. Bücher / Naturwissenschaften, Medizin, Informatik & Technik / Mathematik / Stochastik & Statistik

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Evaluation of Air Pollutants Using Bootstrapping Extremes Models - Haroon Barakat; El- Sayed Nigm; Osama Khaled
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Haroon Barakat; El- Sayed Nigm; Osama Khaled:
Evaluation of Air Pollutants Using Bootstrapping Extremes Models - Taschenbuch

2014, ISBN: 9783659578168

ID: 30501214

Softcover, Buch, [PU: LAP Lambert Academic Publishing]

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