A practical guide to heavy tails : statistical techniques and applications

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Chi tiết về thư mục
Tác giả chính: Adler, Robert J., 1950-
Tác giả khác: Feldman, Raisa E., 1958- (Giám đốc xuất bản), Taqqu, Murad S., 1942- (Giám đốc xuất bản)
Định dạng: Livre papier
Ngôn ngữ:Anglais
Được phát hành: Boston ; Basel ; Berlin : Birkhäuser C 1998.
Những chủ đề:
Chú thích: Textes et résumés en anglais
Communications données lors d'un séminaire tenu à Santa Barbara, Calif., en décembre 1995
Autres localisations: Voir dans le Sudoc
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041 0 |a eng  |b eng 
082 |a 519.2/4 
100 1 |a Adler, Robert J.,  |d 1950- 
245 1 0 |a A practical guide to heavy tails :  |b statistical techniques and applications   |c Robert J. Adler, Raisa E. Feldman, Murad S. Taqqu, editors. 
260 |a Boston ;  |a Basel ;  |a Berlin :  |b Birkhäuser. 
260 |c C 1998. 
300 |a 1 vol. (XVI-533 p.) :  |b ill., tabl., couv. ill. en coul. ;  |c 26 cm. 
500 |a Textes et résumés en anglais 
500 |a Communications données lors d'un séminaire tenu à Santa Barbara, Calif., en décembre 1995 
504 |a Bibliogr. en fin de chapitres. Liste des contributeurs 
505 0 |a I. Applications -- Heavy-tailed probability distributions in the World Wide Web / Mark E. Crovella, Murad S. Taqqu and Azer Bestavros -- Self-similarity and heavy tails : structural modeling of network traffic / Walter Willinger, Vern Paxson and Murad S. Taqqu -- Heavy tails in high-frequency financial data / Ulrich A. Müller, Michel M. Dacorogna and Olivier V. Pictet -- Stable paretian modeling in finance : some empirical and theoretical aspects / Stefan Mittnik, Svetlozar T. Rachev and Marc S. Paolella -- Risk management and quantile estimation / Franco Bassi, Paul Embrechts and Maria Kafetzaki -- II. Time series -- Analysing stable time series / Robert J. Adler, Raisa E. Feldman and Colin Gallagher -- Inference for linear processes with stable noise / M. Calder and R.A. Davis -- On estimating the intensity of long-range dependence in finite and infinite variance time series / Murad S. Taqqu and Vadim Teverovsky -- Why non-linearities can ruin the heavy-tailed modeler's day / Sidney I. Resnick -- Periodogram estimates from heavy-tailed data / T. Mikosch -- Bayesian inference for time series with infinite variance stable innovations / Nalini Ravishanker and Zuqiang Qiou -- III. Heavy-tail estimation -- Hill, bootstrap and jackknife estimators for heavy tails / Olivier V. Pictet, Michel M. Dacorogna and Ulrich A. Müller -- Characteristic function based estimation of stable distribution parameters / Stephen M. Kogon and Douglas B. Williams -- IV. Regression -- Bootstrapping signs and permutations for regression with heavy-tailed errors : a robust resampling / Raoul LePage ... [et al.] -- Linear regression with stable disturbances / J. Huston McCulloch -- V. Signal processing -- Deviation from normality in statistical signal processing : parameter estimation with alpha-stable distributions / Panagiotis Tsakalides and Chrysostomos L. Nikias -- Statistical modeling and receiver design for multi-user communication networks / George A. Tsihrintzis -- VI. Model structures -- Subexponential distributions / Charles M. Goldie and Claudia Klüppelberg -- Structure of stationary stable processes / Jan Rosiński -- Tail behavior of some shot noise processes / Gennady Samorodnitsky -- VII. Numerical procedures -- Numerical approximation of the symmetric stable distribution and density / J. Huston McCulloch -- Table of the maximally-skewed stable distributions / J. Huston McCulloch and Don B. Panton -- Multivariate stable distributions : approximation, estimation, simulation and identification -- Univariate stable distributions : parameterizations and software / John P. Nolan 
650 |a Gauss, Loi de (statistique) 
650 |a Processus gaussiens 
650 |a Probabilités 
650 |a Actes de congrès 
700 1 |a Feldman, Raisa E.,  |d 1958-  |4 pbd 
700 1 |a Taqqu, Murad S.,  |d 1942-  |4 pbd 
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