Discrete Time Non-Homogeneous Semi-Markov Processes Applied to Models for Disability Insurance

In this paper, we present a stochastic model for disability insurance contracts. The model is based on a discrete time non-homogeneous semi-Markov process (DTNHSMP) to which the backward recurrence time process is introduced. This permits a more exhaustive study of disability evolution and a more efficient approach to the duration problem. The use of semi-Markov reward processes facilitates the possibility of deriving equations of the prospective and retrospective mathematical reserves. The model is applied to a sample of contracts drawn at random from a mutual insurance company.

[1]  Jan M. Hoem,et al.  Inhomogeneous Semi-Markov Processes, Select Actuarial Tables, and Duration-Dependence in Demography , 1972 .

[2]  Yves Balcer,et al.  Stochastic Models for Pensionable Service , 1979, Oper. Res..

[3]  Jacques Janssen,et al.  Finite non-homogeneous semi-Markov processes: Theoretical and computational aspects , 1984 .

[4]  Pension accumulation as a semi-Markov reward process, with applications to pension reform , 1986 .

[5]  Hans U. Gerber Life Insurance Mathematics , 1990 .

[6]  R. Norberg Payment Measures, Interest, and Discounting , 1990 .

[7]  P.-C. G. Vassiliou,et al.  Non-homogeneous semi-Markov systems and maintainability of the state sizes , 1992 .

[8]  P.-C. G. Vassiliou,et al.  Asymptotic behavior of nonhomogeneous semi-Markov systems , 1994 .

[9]  Jacques Janssen,et al.  A realistic non-homogeneous stochastic pension fund model on scenario basis , 1998 .

[10]  Steven Haberman,et al.  Actuarial Models for Disability Insurance , 2018 .

[11]  Nikolaos Limnios,et al.  Semi-Markov Processes , 2001 .

[12]  Jacques Janssen,et al.  Applied Semi-Markov Processes , 2005 .

[13]  Anna Matas,et al.  Economic Development and Changes in Car Ownership Patterns , 2006 .

[14]  Agustí Segarra-Blasco,et al.  PRODUCTIVITY GROWTH AND COMPETITION IN SPANISH MANUFACTURING FIRMS: WHAT HAS HAPPENED IN RECENT YEARS? , 2006 .

[15]  Pere Castells,et al.  The Choice of Banking Firm: Are the Interest Rate a Significant Criteria? , 2006 .

[16]  J. R. Bara,et al.  Capital humano: un análisis comparativo Catalunya - España , 2006 .

[17]  Dennis J. Snower,et al.  The macroeconomics of the labor market: three fundamental views , 2006, SSRN Electronic Journal.

[18]  Xavier Fageda,et al.  Factors explaining local privatization: a meta-regression analysis , 2006 .

[19]  Veneta Andonova,et al.  Political Institutions and the Development of Telecomunications , 2006 .

[20]  Francesc Trillas,et al.  Productive Efficiency and Regulatory Reform: The Case of Vehicle Inspection Services , 2006 .

[21]  Laura Fernández-Villadangos Are Two-Part Tariffs Efficient When Consumers Plan Ahead?: An Empirical Study , 2006 .

[22]  Hector Sala,et al.  The Macroeconomics of the Labor Market: Three Fundamental Views , 2006 .

[23]  Mariam Camarero,et al.  New Evidence of the Real Interest Rate Parity for OECD Countries Using Panel Unit Root Tests with Breaks , 2006 .

[24]  Raul Ramos,et al.  Job Losses, Outsourcing and Relocation: Empirical Evidence Using Microdata , 2006, SSRN Electronic Journal.

[25]  Vicente Royuela,et al.  Economía Urbana Y Calidad De Vida. Una Revisión Del Estado Del Conocimiento En España (Urban Economics and Quality of Life. A Survey of the State-of-the-Art in Spain) , 2006 .

[26]  Manuela Alcañiz,et al.  Calculation of the Variance in Surveys of the Economic Climate , 2006 .

[27]  C. Álvarez-Albelo,et al.  Explaining High Economic Growth in Small Tourism Countries with a Dynamic General Equilibrium Model , 2007 .

[28]  Daniel Albalate,et al.  Shifting Death to Their Alternatives: The Case of Toll Motorways , 2007 .

[29]  Adriana Sánchez Hugalde INFLUENCIA DE LA INMIGRACIÓN EN LA ELECCIÓN ESCOLAR a , 2007 .

[30]  José-Luis Raymond,et al.  Una propuesta de evaluación de las externalidades de capital humano en la empresa , 2007 .

[31]  Mauro Mediavilla,et al.  Evaluating the Impact of Public Subsidies on a Firm's Performance: A Quasi-Experimental Approach , 2007 .

[32]  Mercedes Teruel,et al.  Barriers to Innovation and Public Policy in Catalonia , 2007 .

[33]  J. Janssen,et al.  Semi-Markov Risk Models for Finance, Insurance and Reliability , 2007 .

[34]  José María Durán Cabré,et al.  An empirical analysis of wealth taxation: Equity vs. tax compliance , 2007 .

[35]  Agustí Segarra-Blasco,et al.  Innovation Sources and Productivity: A Quantile Regression Analysis , 2007 .

[36]  Anna Matas,et al.  Cross-Section Data, Disequilibrium Situations and Estimated Coefficients: Evidence from Car Ownership Demand , 2007 .

[37]  Rosina Moreno,et al.  Decomposing Differences in Total Factor Productivity Across Firm Size , 2007 .

[38]  Jordi Jofre-Monseny,et al.  Tax Differentials and Agglomeration Economies in Intraregional Firm Location , 2007 .

[39]  G. Bel,et al.  Comparison of Recent Toll Road Concession Transactions in the United States and France , 2007 .

[40]  Raimondo Manca,et al.  An Algorithmic Approach to Discrete Time Non-homogeneous Backward Semi-Markov Reward Processes with an Application to Disability Insurance , 2007 .

[41]  Agustí Segarra-Blasco,et al.  Innovation, R&D Spillovers and Productivity: The Role of Knowledge-Intensive Services , 2007 .

[42]  Agustí Segarra i Blasco,et al.  Innovation, R&D Spillovers and Productivity: The Role of Knowledge-Intensive Services , 2007 .

[43]  Jordi Suriñach,et al.  Fiscal sustainability across government tiers , 2007 .

[44]  Agustí Segarra i Blasco,et al.  Barriers to innovation and public policy in Catalonia , 2007 .

[45]  Anna Matas,et al.  Job Accessibility and Employment Probability , 2008 .

[46]  Anna Matas,et al.  Car Ownership and Access to Jobs in Spain , 2008 .

[47]  Daniel Albalate,et al.  Lowering Blood Alcohol Content Levels to Save Lives: The European Experience , 2008 .

[48]  Luis Diaz-Serrano,et al.  The Causal Relationship between Individual’S Choice Behavior and Self-Reported Satisfaction: The Case of Residential Mobility in the EU , 2008 .

[49]  Alexandrina Stoyanova,et al.  Changes in the demand for private medical insurance following a shift in tax incentives. , 2008, Health economics.

[50]  M. Rico,et al.  Does urban sprawl increase the costs of providing local public services? Evidence from Spanish municipalities , 2008 .

[51]  Raúl Ramos Lobo,et al.  Portabilidad del capital humano y asimilación de los inmigrantes: evidencia para España , 2008 .

[52]  Volodymyr Bilotkach,et al.  Scheduled Service Versus Personal Transportation: The Role of Distance , 2008 .

[53]  Daniel Montolio,et al.  Assessing the Assignation of Public Subsidies: Do the Experts Choose the Most Efficient R&D Projects? , 2008 .

[54]  Xavier Fageda,et al.  Privatization and Competition in the Delivery of Local Services: An Empirical Examination of the Dual Market Hypothesis , 2008 .

[55]  Christian Durán Weitkamp,et al.  Economic Effects of Road Accessibility in the Pyrenees: User Perspective , 2008 .

[56]  Oriol Tejada,et al.  A theoretical and practical study on linear reforms of dual taxes , 2009 .

[57]  Competition between TV Platforms , 2009 .

[58]  Raúl Ramos Lobo,et al.  Los salarios de los inmigrantes en el mercado de trabajo español: ¿importa el origen del capital humano? , 2009 .

[59]  Daniel Albalate,et al.  Exploring Determinants of Urban Motorcycle Accident Severity: The Case of Barcelona , 2009 .

[60]  M. Callejón,et al.  The Black Box of Business Dynamics , 2009 .

[61]  Montserrat Guillén,et al.  Health Care Utilization Among Immigrants and Native-Born Populations in 11 European Countries. Results from the Survey of Health, Ageing and Retirement in Europe , 2009 .

[62]  A. Manresa,et al.  The International Trade as the Sole Engine of Growth for an Economy , 2009 .

[63]  Raúl Ramos Lobo,et al.  Human Capital Spillovers Productivity and Regional Convergence in Spain , 2009 .

[64]  Agustí Segarra‐Blasco,et al.  Small Firms, Growth and Financial Constraints , 2009 .

[65]  Anna Matas,et al.  Traffic forecasts under uncertainty and capacity constraints , 2009 .

[66]  Factors explaining local privatization: a meta-regression analysis , 2009 .

[67]  C. Álvarez-Albelo,et al.  The Commons and Anti-Commons Problems in the Tourism Economy , 2009 .

[68]  Raimondo Manca,et al.  Full backward non-homogeneous semi-Markov processes for disability insurance models: A Catalunya real data application , 2009 .

[69]  A. Lucena The Antecedents and Innovation Consequences of Organizational Search: Empirical Evidence for Spain , 2009 .

[70]  Human Capital Spillovers, Productivity and Regional Convergence in Spain , 2009 .

[71]  Tomás del Barrio Castro,et al.  The Determinants of University Patenting: Do Incentives Matter? , 2009 .

[72]  A. Ollé Inter-regional redistribution through infrastructure investment: tactical or programmatic? , 2009 .

[73]  J. Borrell,et al.  Assessing Excess Profits from Different Entry Regulations , 2009 .

[74]  Jordi Perdiguero,et al.  (No) Competition in the Spanish Retailing Gasoline Market: A Variance Filter Approach , 2009 .

[75]  G. Turati,et al.  What are the Causes of Educational Inequalities and of Their Evolution Over Time in Europe? Evidence from PISA , 2011 .

[76]  D. Karlis,et al.  Modelling Dependence in a Ratemaking Procedure with Multivariate Poisson Regression Models , 2010 .

[77]  Francisco Mas-Verdú,et al.  Which Firms Want PhDs? The Effect of the University-Industry Relationship on the PhD Labour Market , 2010 .

[78]  Montserrat Guillén,et al.  An Introduction to Parametric and Non-Parametric Models for Bivariate Positive Insurance Claim Severity Distributions , 2010 .

[79]  A. D. Paolo Knowledge of Catalan, Public/Private Sector Choice and Earnings: Evidence from a Double Sample Selection Model , 2010 .

[80]  Miquel-Àngel Garcia-López The Accessibility City - When Transport Infrastructure Matters in Urban Spatial Structure , 2010 .

[81]  Alex Coad,et al.  Like Milk or Wine: Does Firm Performance Improve with Age? , 2010 .

[82]  Raúl Ramos,et al.  Movilidad ocupacional de los inmigrantes en una economía de bajas cualificaciones. El caso de España , 2010 .

[83]  Jacques Janssen,et al.  Initial and Final Backward and Forward Discrete Time Non-homogeneous Semi-Markov Credit Risk Models , 2010 .

[84]  Xavier Fageda,et al.  Is it Redistribution or Centralization? On the Determinants of Government Investment in Infrastructure , 2010 .

[85]  A. Vaglio,et al.  Why Do Educated Mothers Matter? A Model of Parental Help , 2010 .

[86]  Volodymyr Bilotkach,et al.  Scheduled Service Versus Personal Transportation: The Role of Distance , 2010 .

[87]  G. Bel,et al.  Tourism and urban public transport: Holding demand pressure under supply constraints , 2010 .

[88]  Xavier Fageda,et al.  Technology, Business Models and Network Structure in the Airline Industry , 2010 .

[89]  Montserrat Guillén,et al.  Prediction of the Economic Cost of Individual Long-Term Care in the Spanish Population , 2010 .

[90]  A. D. Paolo School Composition Effects in Spain , 2010 .

[91]  A. D. Paolo,et al.  Language Knowledge and Earnings in Catalonia , 2010 .

[92]  A. D. Paolo,et al.  Parental Education and Family Characteristics: Educational Opportunities Across Cohorts in Italy and Spain , 2010 .

[93]  J. Calero,et al.  Exploring Educational Mobility in Europe , 2010 .

[94]  J. Borrell,et al.  Clustering or Scattering: The Underlying Reason for Regulating Distance Among Retail Outlets , 2010 .

[95]  D. Karlis,et al.  Mixture of Bivariate Poisson Regression Models with an Application to Insurance , 2011 .

[96]  Montserrat Guillén,et al.  How Much Risk is Mitigated by LTC Insurance? A Case Study of the Public System in Spain , 2011 .

[97]  Agustí Segarra-Blasco,et al.  R&D Cooperation between Spanish Firms and Scientific Partners: What is the Role of Tertiary Education? , 2011 .

[98]  Marta Arespa A New Open Economy Macroeconomic Model with Endogenous Portfolio Diversification and Firms Entry , 2011 .

[99]  Evaluation of Subsidies Programs to Sell Green Cars: Impact on Prices, Quantities and Efficiency , 2011 .

[100]  J. Raymond,et al.  The Impact of Agglomeration Effects and Accessibility on Wages , 2011 .

[101]  Ismael Gomez-Miguelez,et al.  Singling Out Individual Inventors from Patent Data , 2011 .

[102]  Mercedes Ayuso,et al.  Loss Risk Through Fraud in Car Insurance , 2011 .

[103]  Marta Arespa Macroeconomics of Extensive Margins: A Simple Model , 2011 .

[104]  Rafael González-Val,et al.  Growth in a Cross-section of Cities: Location, Increasing Returns or Random Growth? , 2011 .

[105]  J. Robles,et al.  Does Grade Retention Affect Achievement? Some Evidence from PISA , 2011 .

[106]  Sandra Nieto,et al.  Afecta la Sobreeducación de los Padres al Rendimiento Académico de Sus Hijos? (Does Parents' Overeducation Affect the Academic Return of Their Children?) , 2011 .

[107]  Xavier Fageda,et al.  An Empirical Analysis of a Merger between a Network and Low-Cost Airlines , 2011 .

[108]  Manuela Alcañiz,et al.  A Logistic Regression Approach to Estimating Customer Profit Loss Due to Lapses in Insurance , 2011 .

[109]  Antoni Ferri,et al.  A CORRELATION SENSITIVITY ANALYSIS OF NON-LIFE UNDERWRITING RISK IN SOLVENCY CAPITAL REQUIREMENT ESTIMATION , 2011, ASTIN Bulletin.

[110]  Gabriele Pellegrino,et al.  The Determinants of YIC's R&D Activity , 2011 .

[111]  Montserrat Guillén,et al.  Estimation of Parametric and Nonparametric Models for Univariate Claim Severity Distributions: An Approach Using R , 2011 .

[112]  D. Montolio,et al.  The Link between Public Support and Private R&D Effort: What is the Optimal Subsidy? , 2011 .

[113]  V. Gombau,et al.  The Innovation and Imitation Dichotomy in Spanish Firms: Do Absorptive Capacity and the Technological Frontier Matter? , 2011 .

[114]  Generic Drugs in Spain: Price Competition versus Moral Hazard , 2011 .

[115]  Antoni Ferri,et al.  Solvency Capital Estimation and Risk Measures , 2012, MS.

[116]  N. Limnios,et al.  Semi-Markov Processes and Reliability , 2012 .

[117]  J. Jiménez,et al.  Evaluating Antitrust Leniency Programs , 2012 .

[118]  Language Knowledge and Earnings in Catalonia , 2012 .

[119]  Jordi Perdiguero,et al.  Driving Competition in Local Gasoline Markets , 2012 .

[120]  How to Use the Standard Model with Own Data? , 2012 .

[121]  alberT solé-ollé Inter-regional redistribution through infrastructure investment: tactical or programmatic? , 2009 .

[122]  Xosé-Luís Varela-Irimia Age effects, unobserved characteristics and hedonic price indexes: The Spanish car market in the 1990s , 2014 .