Heavy-Tail Phenomena (eBook, PDF)
Probabilistic and Statistical Modeling
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Unique text devoted to heavy-tailsThe treatment of heavy tails is largely dimensionlessThe text gives attention to both probability modeling and statistical methods for fitting models. Most other books focus on one or the other but not bothThe book emphasizes the broad applicability of heavy-tails to the fields of finance (e.g., value-at- risk), data networks, insuranceThe presentation is clear, efficient and coherent and, balances theory and data analysis to show the applicability and limitations of certain methodsSeveral chapters examine in detail the mathematical properties of the methodolo...
Unique text devoted to heavy-tails
The treatment of heavy tails is largely dimensionless
The text gives attention to both probability modeling and statistical methods for fitting models. Most other books focus on one or the other but not both
The book emphasizes the broad applicability of heavy-tails to the fields of finance (e.g., value-at- risk), data networks, insurance
The presentation is clear, efficient and coherent and, balances theory and data analysis to show the applicability and limitations of certain methods
Several chapters examine in detail the mathematical properties of the methodologies as well as their implementation in the Splus or R statistical languages
The exposition is driven by numerous examples and exercises
The treatment of heavy tails is largely dimensionless
The text gives attention to both probability modeling and statistical methods for fitting models. Most other books focus on one or the other but not both
The book emphasizes the broad applicability of heavy-tails to the fields of finance (e.g., value-at- risk), data networks, insurance
The presentation is clear, efficient and coherent and, balances theory and data analysis to show the applicability and limitations of certain methods
Several chapters examine in detail the mathematical properties of the methodologies as well as their implementation in the Splus or R statistical languages
The exposition is driven by numerous examples and exercises
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