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Updated list on extreme value theory
By an Amazon.com customer
Statistics of ExtremesStatistics of Extremes by E. J. Gumbel
Buy new: $17.12 / Used from: $11.90
first book on topic, i.i.d. case only
Statistics of Extremes: Theory and Applications (Wiley Series in Probability and Statistics)Statistics of Extremes: Theory and Applications (Wiley Series in Probability and Statistics) by Jan Beirlant
Buy new: $111.69 / Used from: $123.42
Statistical Analysis of Extreme Values: with Applications to Insurance, Finance, Hydrology and Other FieldsStatistical Analysis of Extreme Values: with Applications to Insurance, Finance, Hydrology and Other Fields by Rolf-Dieter Reiss
Buy new: $64.09 / Used from: $56.77
An Introduction to Statistical Modeling of Extreme ValuesAn Introduction to Statistical Modeling of Extreme Values by Stuart Coles
Buy new: $93.60 / Used from: $77.14
nice introduction to extremes, very up to date and not too heavy on the mathematics
Extreme Value Distributions: Theory and ApplicationsExtreme Value Distributions: Theory and Applications by Samuel Kotz
Buy new: $38.40 / Used from: $30.00
good introduction to extremes and the extreme value types
Extreme Value Theory: An Introduction (Springer Series in Operations Research)Extreme Value Theory: An Introduction (Springer Series in Operations Research) by Laurens de Haan
Buy new: $53.95 / Used from: $19.99
nice new text that is currentin both theory and applications
Sojourns And Extremes of Stochastic Processes (Wadsworth and Brooks/Cole Statistics/Probability Series)Sojourns And Extremes of Stochastic Processes (Wadsworth and Brooks/Cole Statistics/Probability Series) by Simeon Berman
Buy new: $185.95 / Used from: $59.09
highly mathematical treatment by one of the fields top researchers
Extremes and Related Properties of Random Sequences and Processes: Springer Series in StatisticsExtremes and Related Properties of Random Sequences and Processes: Springer Series in Statistics by M. R. Leadbetter
Buy used from: $2,299.99
The classic text cover stationary processes. Still my favorite for theory
Order Statistics (Wiley Series in Probability and Statistics)Order Statistics (Wiley Series in Probability and Statistics) by Herbert A. David
Buy new: $118.81 / Used from: $90.94
great coverage of order statistics including connections to the exact and asymptotic distributions of the extreme order statistics
Extreme Value Theory: Proceedings of a Conference Held in Oberwolfach, Dec. 6-12, 1987 (Lecture Notes in Statistics)Extreme Value Theory: Proceedings of a Conference Held in Oberwolfach, Dec. 6-12, 1987 (Lecture Notes in Statistics) by J. Husler
Buy used from: $35.00
Extreme Values, Regular Variation, and Point Processes (Springer Series in Operations Research and Financial Engineering)Extreme Values, Regular Variation, and Point Processes (Springer Series in Operations Research and Financial Engineering) by Sidney I. Resnick
Buy new: $40.42 / Used from: $38.78
includes regular variation concept
Extreme Value Theory in Engineering (Statistical Modeling and Decision Science)Extreme Value Theory in Engineering (Statistical Modeling and Decision Science) by Enrique Castillo
Buy new: $175.00 / Used from: $95.87
great book for theory and engineering applications
Heavy-Tail Phenomena: Probabilistic and Statistical Modeling (Springer Series in Operations Research and Financial Engineering)Heavy-Tail Phenomena: Probabilistic and Statistical Modeling (Springer Series in Operations Research and Financial Engineering) by Sidney I. Resnick
Buy new: $48.31 / Used from: $45.02
A Practical Guide to Heavy Tails: Statistical Techniques and ApplicationsA Practical Guide to Heavy Tails: Statistical Techniques and Applications
Buy new: $119.00 / Used from: $65.00
Extreme Value and Related Models with Applications in Engineering and ScienceExtreme Value and Related Models with Applications in Engineering and Science by Enrique Castillo
Buy new: $103.44 / Used from: $98.98