Term Structure and Cyclicity of Value-at-Risk: Consequences for the Solvency Capital Requirement

This paper explores empirically the link between French equities returns Value-at-Risk (VaR) and the state of financial markets cycle. The econometric analysis is based on a simple vector autoregression setup. Using quarterly data from 1970Q4 to 2008Q3, it turns out that the k-year VaR of French equities is strongly dependent on the cycle phase: the expected losses as measured by the VaR are twice smaller in recession times than expansion periods. These results strongly suggest that the European rules regarding the solvency capital requirements for insurance companies should adapt to the state of the financial market’s cycle. To this end, we propose a cycle-dependent measure of the Solvency Capital Requirement.

[1]  Nicola Spagnolo,et al.  Volatility Spillovers and Contagion from Mature to Emerging Stock Markets , 2008, SSRN Electronic Journal.

[2]  Luis M. Viceira,et al.  Strategic Asset Allocation: Portfolio Choice for Long-Term Investors , 2002 .

[3]  S. Carson Demographic, Residential, and Socioeconomic Effects on the Distribution of 19th Century U.S. White Statures , 2009, SSRN Electronic Journal.

[4]  Rüdiger Pethig,et al.  Carbon Leakage, the Green Paradox, and Perfect Future Markets , 2009 .

[5]  Natalie Chen,et al.  International Trade Integration: A Disaggregated Approach , 2008, SSRN Electronic Journal.

[6]  Gabriella D. Legrenzi Asymmetric and Non-Linear Adjustments in Local Fiscal Policy , 2009, SSRN Electronic Journal.

[7]  T. M. Pedersen,et al.  The Hodrick–Prescott filter, the Slutzky effect, and the distortionary effect of filters , 2001 .

[8]  H. Jayet,et al.  Tax Interactions among Belgian Municipalities: Does Language Matter? , 2009, SSRN Electronic Journal.

[9]  G. Bellettini,et al.  Real Estate Prices and the Importance of Bequest Taxation , 2009, SSRN Electronic Journal.

[10]  M. Hashem Pesaran,et al.  Variable Selection and Inference for Multi-Period Forecasting Problems , 2009, SSRN Electronic Journal.

[11]  P. Apps,et al.  Optimal Piecewise Linear Income Taxation , 2009, SSRN Electronic Journal.

[12]  A. Venables,et al.  Macroeconomics of sustainability transitions: Second-best climate policy, Green Paradox, and renewables subsidies , 2011 .

[13]  Wolfgang Maennig,et al.  Induced Civic Pride and Integration , 2009, SSRN Electronic Journal.

[14]  Rüdiger Pethig,et al.  EU-type carbon emissions trade and the distributional impact of overlapping emissions taxes , 2009, SSRN Electronic Journal.

[15]  H. Shin,et al.  Liquidity and Leverage , 2009 .

[16]  Long-Horizon Mean-Variance Analysis: A User Guide , 2004 .

[17]  Bruno S. Frey,et al.  Economists in the PITS? , 2009, SSRN Electronic Journal.

[18]  Benno Torgler,et al.  Diiscussiion Paper and Workiing Paper Seriies SURVIVING THE TITANIC DISASTER : ECONOMIC , NATURAL AND SOCIAL DETERMINANTS , 2009 .

[19]  B. Holmlund,et al.  Vacancy Referrals, Job Search, and the Duration of Unemployment: A Randomized Experiment , 2009, SSRN Electronic Journal.

[20]  C. Hefeker Taxation, Corruption and the Exchange Rate Regime , 2009, SSRN Electronic Journal.

[21]  D. Urban,et al.  Offshoring along the Production Chain , 2009, SSRN Electronic Journal.

[22]  Jan C. L. König,et al.  The Role of Profit Sharing in Dual Labour Markets with Flexible Outsourcing , 2009, SSRN Electronic Journal.

[23]  Alexander Haupt,et al.  The Role of Mobility in Tax and Subsidy Competition , 2009, SSRN Electronic Journal.

[24]  Paul Newbold,et al.  On suboptimality of the Hodrick-Prescott filter at time series endpoints , 2005 .

[25]  Paolo M. Panteghini,et al.  On the Equivalence between Labor and Consumption Taxation , 2009, SSRN Electronic Journal.

[26]  S. Wolter,et al.  Money Matters: Evidence from a Large-Scale Randomized Field Experiment with Vouchers for Adult Training , 2009, SSRN Electronic Journal.

[27]  N. Barberis Investing for the Long Run When Returns are Predictable , 2000 .

[28]  Ondřej Schneider Reforming Pensions in Europe: Economic Fundamentals and Political Factors , 2009, SSRN Electronic Journal.

[29]  Helmut Lütkepohl,et al.  The role of the log transformation in forecasting economic variables , 2009, SSRN Electronic Journal.

[30]  Antonio Afonso,et al.  Bootstrap Panel Granger-Causality between Government Budget and External Deficits for the EU , 2009, SSRN Electronic Journal.

[31]  Sergio Rebelo,et al.  Low Frequency Filtering And Real Business Cycles , 1993 .

[32]  Johannes Rincke,et al.  Deterrence through Word of Mouth , 2009, SSRN Electronic Journal.

[33]  Jiahua Che,et al.  The Economics of a Multilateral Investment Agreement , 2009, SSRN Electronic Journal.

[34]  A. Dreher,et al.  Agency and Communication in IMF Conditional Lending: Theory and Empirical Evidence , 2009, SSRN Electronic Journal.

[35]  Hans Jarle Kind,et al.  Should Utility-Reducing Media Advertising Be Taxed? , 2009, SSRN Electronic Journal.

[36]  Johannes Rincke,et al.  What Drives Corporate Tax Rates Down? A Reassessment of Globalization, Tax Competition, and Dynamic Adjustment to Shocks , 2009, SSRN Electronic Journal.

[37]  C. Keuschnigg Corporate Taxation and the Welfare State , 2008, SSRN Electronic Journal.

[38]  Harald Badinger,et al.  Estimation of Higher-Order Spatial Autoregressive Panel Data Error Component Models , 2009, SSRN Electronic Journal.

[39]  A. Cigno,et al.  How to Avoid a Pension Crisis: A Question of Intelligent System Design , 2009, SSRN Electronic Journal.

[40]  Yin-Wong Cheung,et al.  China&Apos;S Current Account and Exchange Rate , 2009 .

[41]  Bram Smeets,et al.  Economic and Political Determinants of Budget Deficits in the European Union: A Dynamic Random Coefficient Approach , 2009, SSRN Electronic Journal.

[42]  Mathias Hoffmann,et al.  Consumption Risk Sharing over the Business Cycle: The Role of Small Firms' Access to Credit Markets , 2009, Review of Economics and Statistics.

[43]  Peter Christoffersen,et al.  Value–at–Risk Models , 2009 .

[44]  Matteo Ciccarelli,et al.  The Effects of Monetary Policy on Unemployment Dynamics under Model Uncertainty - Evidence from the US and the Euro Area , 2009, SSRN Electronic Journal.

[45]  Anja Schöttner,et al.  Antidumping as Strategic Trade Policy Under Asymmetric Information , 2009, SSRN Electronic Journal.

[46]  Haresh Sapra,et al.  London Business School , 2007 .

[47]  John Y. Campbell,et al.  Asset Prices, Consumption, and the Business Cycle , 1998 .

[48]  Bart Cockx,et al.  Are Short-Lived Jobs Stepping Stones to Long-Lasting Jobs? , 2009, SSRN Electronic Journal.

[49]  T. Roncalli,et al.  Strategic Asset Allocation , 2011 .

[50]  Regina T. Riphahn,et al.  Female labour supply and parental leave benefits – the causal effect of paying higher transfers for a shorter period of time , 2009 .

[51]  J. Stein,et al.  Application of Stochastic Optimal Control to Financial Market Debt Crises , 2009, SSRN Electronic Journal.

[52]  Timothy Cogley,et al.  Effects of the Hodrick-Prescott filter on trend and difference stationary time series Implications for business cycle research , 1995 .

[53]  John Whalley,et al.  Chinese Experience with Global 3G Standard-Setting , 2009, SSRN Electronic Journal.

[54]  G. Bellettini,et al.  Political Persistence, Connections and Economic Growth , 2009 .

[55]  R. Riphahn,et al.  Age at School Entry and Intergenerational Educational Mobility , 2009, SSRN Electronic Journal.

[56]  J. Rochet Procyclicality of financial systems: is there a need to modify current accounting and regulatory rules? , 2008 .

[57]  Active Labor Market Policy Evaluations: A Meta-Analysis , 2009, SSRN Electronic Journal.

[58]  Rainald Borck,et al.  Inefficient Lock‐In and Subsidy Competition , 2009 .

[59]  Alexander Haupt,et al.  Voting on Labour-Market Integration and Education Policy When Citizens Differ in Mobility and Ability , 2009, SSRN Electronic Journal.

[60]  J. Whalley,et al.  On the arbitrariness of consumption , 2009, SSRN Electronic Journal.

[61]  Falko Fecht,et al.  The Price of Liquidity: Bank Characteristics and Market Conditions , 2010, SSRN Electronic Journal.

[62]  E. Prescott,et al.  Postwar U.S. Business Cycles: An Empirical Investigation , 1997 .

[63]  R. MacDonald,et al.  The Behavioural Zloty/Euro Equilibrium Exchange Rate , 2009, SSRN Electronic Journal.

[64]  Tomasz P. Michalak,et al.  Strategic Interactions between Fiscal and Monetary Authorities in a Multi-Country New-Keynesian Model of a Monetary Union , 2009 .