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Probability Pitfalls of Financial Calculus

Radu Tunaru

Chapter 7 in Model Risk in Financial Markets:From Financial Engineering to Risk Management, 2015, pp 129-155 from World Scientific Publishing Co. Pte. Ltd.

Abstract: The following sections are included:IntroductionProbability Distribution Functions and Density FunctionsGaussian DistributionMomentsMean-median-mode inequalityDistributions are not defined by momentsConditional expectationStochastic ProcessesInfinite returns from finite variance processesMartingalesSpurious TestingSpurious mean reversionSpurious regressionDependence MeasuresProblems with the Pearson linear correlation coefficientPitfalls in detecting breakdown of linear correlationCopulasMore general issuesDependence and Levy processesNotes and Summary

Keywords: Model Risk; Risk Management; Financial Engineering; Financial Markets (search for similar items in EconPapers)
Date: 2015
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