A Markov-switching generalized additive model for compound Poisson processes, with applications to operational loss models
Year of publication: |
2018
|
---|---|
Authors: | Hambuckers, J. ; Kneib, Thomas ; Langrock, Roland ; Silbersdorff, Alexander |
Published in: |
Quantitative finance. - Abingdon [u.a.] : Routledge, ISSN 1469-7688, ZDB-ID 2055458-8. - Vol. 18.2018, 10, p. 1679-1698
|
Subject: | Compound Poisson process | Distributional regression | GAMLSS | Generalized Pareto distribution | Hidden Markov model | Operational losses | Markov-Kette | Markov chain | Stochastischer Prozess | Stochastic process | Theorie | Theory | Statistische Verteilung | Statistical distribution | Wahrscheinlichkeitsrechnung | Probability theory | Regressionsanalyse | Regression analysis | Operationelles Risiko | Operational risk | Verlust | Loss |
-
Nonlife ratemaking and risk management with Bayesian additive models for location, scale and shape
Klein, Nadja, (2013)
-
Klein, Nadja, (2014)
-
BAMLSS : Bayesian additive models for location, scale and shape (and beyond)
Umlauf, Nikolaus, (2017)
- More ...
-
Semiparametric stochastic volatility modelling using penalized splines
Langrock, Roland, (2013)
-
Silbersdorff, Alexander, (2017)
-
Silbersdorff, Alexander, (2017)
- More ...