Stochastic modelling of random variables

Name: Stochastic modelling of random variables
Brand: VDM Verlag
SKU: 9783639370386
Price: 51.02 EUR
Availability: InStock

Автор: Max Moldovan

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Налично при издателя, по поръчка

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The process of verifying how well a selected and calibrated model represents a certain empirically o...

Информация за книгата

Автор

Max Moldovan

Език

Английски език

Корици

Книга - С меки корици

Издадена

2011

страници

100

EAN

9783639370386

ISBN

3639370384

Enbook ID

06843774

Издател

VDM Verlag

Теглоt

159

Размери

152 x 229 x 6

Пълно описание

The process of verifying how well a selected and calibrated model represents a certain empirically observed phenomenon is usually referred to as model validation. In areas where empirical phenomena are not directly observable, as in case of financial volatility, the problem of stochastic model validation remains perhaps one of the most elusive though practically relevant problems of the modern applied research. In particular, it is generally preferable to use some form of objective analysis to perform the model validation. In this study, the stochastic process that underlies dynamics of financial variables is examined using statistical hypothesis testing and simulation techniques. We discover an interesting empirical anomaly never noticed before. It will be demonstrated that the observed artefact could be expected if the specifics of financial markets were appropriately taken into account and the analytical instrument was used with proper discretion. The obtained knowledge will be applied in validation and improvement of a stochastic model that measures a financial risk exposure.

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Stochastic modelling of random variables

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