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Bayesian estimation of GARCH model with an adaptive proposal density
Bayesian estimation GARCH model adaptive proposal density
2011/1/4
A Bayesian estimation of a GARCH model is performed for US Dollar/Japanese Yen exchange rate by the Metropolis-Hastings algorithm with a proposal density given by the adaptive construction scheme. In ...
Stable-1/2 Bridges and Insurance: a Bayesian approach to non-life reserving
Stochastic reserving Bayesian updating information-based asset pricing
2010/10/20
We develop a non-life reserving model using a stable-1/2 random bridge to simulate the accumulation of paid claims, allowing for an arbitrary choice of a priori distribution for the ultimate loss. Tak...
The Structural Modelling of Operational Risk via Bayesian inference: Combining Loss Data with Expert Opinions
operational risk loss distribution approach Bayesian inference
2010/10/29
To meet the Basel II regulatory requirements for the Advanced Measurement Approaches,
the bank’s internal model must include the use of internal data, relevant external data,
scenario analysis and f...