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Mathematical and Statistical Methods for Actuarial Sciences and Finance

✍ Scribed by Marco Corazza, Claudio Pizzi (eds.)


Publisher
Springer International Publishing
Year
2014
Tongue
English
Leaves
312
Edition
1
Category
Library

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✦ Synopsis


The interaction between mathematicians and statisticians has been shown to be an effective approach for dealing with actuarial, insurance and financial problems, both from an academic perspective and from an operative one. The collection of original papers presented in this volume pursues precisely this purpose. It covers a wide variety of subjects in actuarial, insurance and finance fields, all treated in the light of the successful cooperation between the above two quantitative approaches.

The papers published in this volume present theoretical and methodological contributions and their applications to real contexts. With respect to the theoretical and methodological contributions, some of the considered areas of investigation are: actuarial models; alternative testing approaches; behavioral finance; clustering techniques; coherent and non-coherent risk measures; credit scoring approaches; data envelopment analysis; dynamic stochastic programming; financial contagion models; financial ratios; intelligent financial trading systems; mixture normality approaches; Monte Carlo-based methods; multicriteria methods; nonlinear parameter estimation techniques; nonlinear threshold models; particle swarm optimization; performance measures; portfolio optimization; pricing methods for structured and non-structured derivatives; risk management; skewed distribution analysis; solvency analysis; stochastic actuarial valuation methods; variable selection models; time series analysis tools. As regards the applications, they are related to real problems associated, among the others, to: banks; collateralized fund obligations; credit portfolios; defined benefit pension plans; double-indexed pension annuities; efficient-market hypothesis; exchange markets; financial time series; firms; hedge funds; non-life insurance companies; returns distributions; socially responsible mutual funds; unit-linked contracts.

This book is aimed at academics, Ph.D. students, practitioners, professionals and researchers. But it will also be of interest to readers with some quantitative background knowledge.

✦ Table of Contents


Front Matter....Pages i-ix
Weak Form Efficiency of Selected European Stock Markets: Alternative Testing Approaches....Pages 1-12
An Empirical Comparison of Variable Selection Methods in Competing Risks Model....Pages 13-25
A Comparison Between Different Numerical Schemes for the Valuation of Unit-Linked Contracts Embedding a Surrender Option....Pages 27-39
Dynamic Tracking Error with Shortfall Control Using Stochastic Programming....Pages 41-53
Firm’s Volatility Risk Under Microstructure Noise....Pages 55-67
Socially Responsible Mutual Funds: An Efficiency Comparison Among the European Countries....Pages 69-79
Fitting Financial Returns Distributions: A Mixture Normality Approach....Pages 81-88
Single-Name Concentration Risk Measurements in Credit Portfolios....Pages 89-98
Bifactorial Pricing Models: Light and Shadows in Correlation Role....Pages 99-110
Dynamic Strategies for Defined Benefit Pension Plans Risk Management....Pages 111-118
Particle Swarm Optimization for Preference Disaggregation in Multicriteria Credit Scoring Problems....Pages 119-130
Time Series Clustering on Lower Tail Dependence for Portfolio Selection....Pages 131-140
Solvency Analysis of Defined Benefit Pension Schemes....Pages 141-150
Stochastic Actuarial Valuations in Double-Indexed Pension Annuity Assessment....Pages 151-158
Testing for Normality When the Sampled Distribution Is Extended Skew-Normal....Pages 159-169
On the RODEO Method for Variable Selection....Pages 171-178
Portfolio Allocation Using Omega Function: An Empirical Analysis....Pages 179-193
Investment Rankings via an Objective Measure of Riskiness: A Case Study....Pages 195-204
A Squared Rank Assessment of the Difference Between US and European Firm Valuation Ratios....Pages 205-217
A Behavioural Approach to the Pricing of European Options....Pages 219-230
Threshold Structures in Economic and Financial Time Series....Pages 231-241
Intelligent Algorithms for Trading the Euro-Dollar in the Foreign Exchange Market....Pages 243-252
Risk Management and Capital Allocation for Non-Life Insurance Companies....Pages 253-264
Modelling Asymmetric Behaviour in Time Series: Identification Through PSO....Pages 265-276
Valuation of Collateralized Funds of Hedge Fund Obligations: A Basket Option Pricing Approach....Pages 277-288
Valuation of R&D Investment Opportunities Using the Least-Squares Monte Carlo Method....Pages 289-301
The Determinants of Interbank Contagion: Do Patterns Matter?....Pages 303-313

✦ Subjects


Quantitative Finance; Actuarial Sciences; Statistics for Business/Economics/Mathematical Finance/Insurance; Finance/Investment/Banking; Financial Economics


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