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This volume collects authoritative contributions on analytical methods and mathematical statistics. The methods presented include resampling techniques; the minimization of divergence; estimation theory and regression, eventually under shape or other constraints or long memory; and iterative approximations when the optimal solution is difficult to achieve. It also investigates probability distributions with respect to their stability, heavy-tailness, Fisher information and other aspects, both asymptotically and non-asymptotically. The book not only presents the latest mathematical and statistical methods and their extensions, but also offers solutions to real-world problems including option pricing. The selected, peer-reviewed contributions were originally presented at the workshop on Analytical Methods in Statistics, AMISTAT 2015, held in Prague, Czech Republic, November 10-13, 2015.
Buchkauf
Springer Proceedings in Mathematics & Statistics - 193: Analytical Methods in Statistics, Jaromír Antoch, Matúš Maciak, Michal Pešta, Jana Jurečková
- Sprache
- Erscheinungsdatum
- 2017
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- Titel
- Springer Proceedings in Mathematics & Statistics - 193: Analytical Methods in Statistics
- Untertitel
- AMISTAT, Prague, November 2015
- Sprache
- Englisch
- Autor*innen
- Jaromír Antoch, Matúš Maciak, Michal Pešta, Jana Jurečková
- Verlag
- Springer
- Erscheinungsdatum
- 2017
- Einband
- Hardcover
- Seitenzahl
- 207
- ISBN10
- 3319513125
- ISBN13
- 9783319513126
- Reihe
- Schlagwörter
- Sachbücher, Wissenschaft & Mathematik, Mathematik
- Beschreibung
- This volume collects authoritative contributions on analytical methods and mathematical statistics. The methods presented include resampling techniques; the minimization of divergence; estimation theory and regression, eventually under shape or other constraints or long memory; and iterative approximations when the optimal solution is difficult to achieve. It also investigates probability distributions with respect to their stability, heavy-tailness, Fisher information and other aspects, both asymptotically and non-asymptotically. The book not only presents the latest mathematical and statistical methods and their extensions, but also offers solutions to real-world problems including option pricing. The selected, peer-reviewed contributions were originally presented at the workshop on Analytical Methods in Statistics, AMISTAT 2015, held in Prague, Czech Republic, November 10-13, 2015.