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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.
Serija: | Springer Proceedings in Mathematics & Statistics |
Leidėjas: | Springer Nature Switzerland |
Išleidimo metai: | 2018 |
Knygos puslapių skaičius: | 220 |
ISBN-10: | 3319846175 |
ISBN-13: | 9783319846170 |
Formatas: | 235 x 155 x 13 mm. Knyga minkštu viršeliu |
Kalba: | Anglų |
Parašykite atsiliepimą apie „Analytical Methods in Statistics: AMISTAT, Prague, November 2015“