| Title | : | Analytical Methods in Statistics |
|---|---|---|
| Author | : | Jaromír Antoch, Jana Jurečková, Matúš Maciak & Michal Pešta |
| Release | : | 2017-01-24 |
| Kind | : | ebook |
| Genre | : | Mathematics, Books, Science & Nature, Business & Personal Finance, Economics |
| Size | : | 5864044 |
| 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. |
