Heavy-tailed distributions and robustness in economics and finance

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Hauptverfasser: Ibragimov, Marat (VerfasserIn), Ibragimov, Rustam Ju (VerfasserIn), Walden, Johan (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Cham [u.a.] Springer 2015
Schriftenreihe:Lecture Notes in Statistics 214
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adam_text HEAVY-TAILED DISTRIBUTIONS AND ROBUSTNESS IN ECONOMICS AND FINANCE / IBRAGIMOV, MARAT : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION IMPLICATIONS OF HEAVY-TAILED NESS INFERENCE AND EMPIRICAL EXAMPLES CONCLUSION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. HEAVY-TAILED DISTRIBUTIONS AND ROBUSTNESS IN ECONOMICS AND FINANCE / IBRAGIMOV, MARAT : 2015 ABSTRACT / INHALTSTEXT THIS BOOK FOCUSES ON GENERAL FRAMEWORKS FOR MODELING HEAVY-TAILED DISTRIBUTIONS IN ECONOMICS, FINANCE, ECONOMETRICS, STATISTICS, RISK MANAGEMENT AND INSURANCE. A CENTRAL THEME IS THAT OF (NON-)ROBUSTNESS, I.E., THE FACT THAT THE PRESENCE OF HEAVY TAILS CAN EITHER REINFORCE OR REVERSE THE IMPLICATIONS OF A NUMBER OF MODELS IN THESE FIELDS, DEPENDING ON THE DEGREE OF HEAVY-TAILEDNESS. THESE RESULTS MOTIVATE THE DEVELOPMENT AND APPLICATIONS OF ROBUST INFERENCE APPROACHES UNDER HEAVY TAILS, HETEROGENEITY AND DEPENDENCE IN OBSERVATIONS. SEVERAL RECENTLY DEVELOPED ROBUST INFERENCE APPROACHES ARE DISCUSSED AND ILLUSTRATED, TOGETHER WITH APPLICATIONS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author Ibragimov, Marat
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Walden, Johan
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series2 Lecture notes in statistics
spellingShingle Ibragimov, Marat
Ibragimov, Rustam Ju
Walden, Johan
Heavy-tailed distributions and robustness in economics and finance
Lecture Notes in Statistics
Statistics
Mathematical statistics
Economics / Statistics
Econometrics
Statistics for Business/Economics/Mathematical Finance/Insurance
Statistical Theory and Methods
Statistik
Wirtschaft
title Heavy-tailed distributions and robustness in economics and finance
title_auth Heavy-tailed distributions and robustness in economics and finance
title_exact_search Heavy-tailed distributions and robustness in economics and finance
title_full Heavy-tailed distributions and robustness in economics and finance Marat Ibragimov ; Rustam Ibragimov ; Johan Walden
title_fullStr Heavy-tailed distributions and robustness in economics and finance Marat Ibragimov ; Rustam Ibragimov ; Johan Walden
title_full_unstemmed Heavy-tailed distributions and robustness in economics and finance Marat Ibragimov ; Rustam Ibragimov ; Johan Walden
title_short Heavy-tailed distributions and robustness in economics and finance
title_sort heavy tailed distributions and robustness in economics and finance
topic Statistics
Mathematical statistics
Economics / Statistics
Econometrics
Statistics for Business/Economics/Mathematical Finance/Insurance
Statistical Theory and Methods
Statistik
Wirtschaft
topic_facet Statistics
Mathematical statistics
Economics / Statistics
Econometrics
Statistics for Business/Economics/Mathematical Finance/Insurance
Statistical Theory and Methods
Statistik
Wirtschaft
url https://doi.org/10.1007/978-3-319-16877-7
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