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Testing for Evidence of Adverse Selection in the Automobile Insurance Market: A Comment

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  1. Liran Einav & Amy Finkelstein & Jonathan Levin, 2010. "Beyond Testing: Empirical Models of Insurance Markets," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 311-336, September.
  2. Bedsworth, Fredrick & Neal, Daniel R. & Portillo, Javier E. & Willardsen, Kevin, 2021. "Asymmetric information and insurance: An experimental approach," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 92(C).
  3. Martin Spindler & Joachim Winter & Steffen Hagmayer, 2014. "Asymmetric Information in the Market for Automobile Insurance: Evidence From Germany," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 81(4), pages 781-801, December.
  4. R. Guy Thomas, 2008. "Loss Coverage as a Public Policy Objective for Risk Classification Schemes," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(4), pages 997-1018, December.
  5. Hanming Fang & Michael P. Keane & Dan Silverman, 2008. "Sources of Advantageous Selection: Evidence from the Medigap Insurance Market," Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 303-350, April.
  6. Hao Zheng & Yi Yao & Yinglu Deng & Feng Gao, 2022. "Information asymmetry, ex ante moral hazard, and uninsurable risk in liability coverage: Evidence from China's automobile insurance market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(1), pages 131-160, March.
  7. Février, Philippe & Linnemer, Laurent & Visser, Michael, 2012. "Testing for asymmetric information in the viager market," Journal of Public Economics, Elsevier, vol. 96(1), pages 104-123.
  8. Hyojoung Kim & Doyoung Kim & Subin Im & James W. Hardin, 2009. "Evidence of Asymmetric Information in the Automobile Insurance Market: Dichotomous Versus Multinomial Measurement of Insurance Coverage," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(2), pages 343-366, June.
  9. Hanming Fang & Zenan Wu, 2018. "Multidimensional private information, market structure, and insurance markets," RAND Journal of Economics, RAND Corporation, vol. 49(3), pages 751-787, September.
  10. Alois Geyer & Daniela Kremslehner & Alexander Muermann, 2020. "Asymmetric Information in Automobile Insurance: Evidence From Driving Behavior," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 87(4), pages 969-995, December.
  11. Dionne, G. & Maurice, M. & Pinquet, J. & Vanasse, C., 2001. "The Role of Memory in Long-Term Contracting with Moral Hazard: Empirical Evidence in Automobile Insurance," Ecole des Hautes Etudes Commerciales de Montreal- 01-05, Ecole des Hautes Etudes Commerciales de Montreal-Chaire de gestion des risques..
  12. Dionne, Georges & Gagne, Robert, 2002. "Replacement Cost Endorsement and Opportunistic Fraud in Automobile Insurance," Journal of Risk and Uncertainty, Springer, vol. 24(3), pages 213-230, May.
  13. Georges Dionne & Mélissa La Haye & Anne-Sophie Bergerès, 2015. "Does asymmetric information affect the premium in mergers and acquisitions?," Canadian Journal of Economics, Canadian Economics Association, vol. 48(3), pages 819-852, August.
  14. Amy Finkelstein & Kathleen McGarry, 2006. "Multiple Dimensions of Private Information: Evidence from the Long-Term Care Insurance Market," American Economic Review, American Economic Association, vol. 96(4), pages 938-958, September.
  15. Gao, Feng & Powers, Michael R. & Wang, Jun, 2009. "Adverse selection or advantageous selection? Risk and underwriting in China's health-insurance market," Insurance: Mathematics and Economics, Elsevier, vol. 44(3), pages 505-510, June.
  16. Daniel Bauer & Jochen Russ & Nan Zhu, 2020. "Asymmetric information in secondary insurance markets: Evidence from the life settlements market," Quantitative Economics, Econometric Society, vol. 11(3), pages 1143-1175, July.
  17. Xiaoqi Zhang & Yi Chen & Yi Yao, 2021. "Dynamic information asymmetry in micro health insurance: implications for sustainability," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 46(3), pages 468-507, July.
  18. David A. Cather, 2020. "Reconsidering insurance discrimination and adverse selection in an era of data analytics," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 45(3), pages 426-456, July.
  19. David A. Cather, 2018. "Cream Skimming: Innovations in Insurance Risk Classification and Adverse Selection," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 21(2), pages 335-366, September.
  20. Paul Kofman & Gregory P. Nini, 2013. "Do Insurance Companies Possess an Informational Monopoly? Empirical Evidence From Auto Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 80(4), pages 1001-1026, December.
  21. Pierre‐André Chiappori & Bruno Jullien & Bernard Salanié & François Salanié, 2006. "Asymmetric information in insurance: general testable implications," RAND Journal of Economics, RAND Corporation, vol. 37(4), pages 783-798, December.
  22. Spindler, Martin, 2013. "“They do know what they are doing... at least most of them.†Asymmetric Information in the (private) Disability Insurance," MEA discussion paper series 201209, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
  23. David Rowell & Son Nghiem & Luke B Connelly, 2017. "Two Tests for Ex Ante Moral Hazard in a Market for Automobile Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(4), pages 1103-1126, December.
  24. Michael Sonnenholzner & Achim Wambach, 2009. "On the Role of Patience in an Insurance Market With Asymmetric Information," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(2), pages 323-341, June.
  25. Alma Cohen & Peter Siegelman, 2010. "Testing for Adverse Selection in Insurance Markets," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 77(1), pages 39-84, March.
  26. Sebastian Soika, 2018. "Moral Hazard and Advantageous Selection in Private Disability Insurance," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 43(1), pages 97-125, January.
  27. G. Dionne, 2001. "Commitment and Automobile Insurance in France, Quebec and Japan," THEMA Working Papers 2001-10, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  28. Chris Robinson & Bingyong Zheng, 2010. "Moral hazard, insurance claims, and repeated insurance contracts," Canadian Journal of Economics, Canadian Economics Association, vol. 43(3), pages 967-993, August.
  29. Dionne, Georges & Michaud, Pierre-Carl & Pinquet, Jean, 2013. "A review of recent theoretical and empirical analyses of asymmetric information in road safety and automobile insurance," Research in Transportation Economics, Elsevier, vol. 43(1), pages 85-97.
  30. Dionne, Georges & Harrington, Scott, 2017. "Insurance and Insurance Markets," Working Papers 17-2, HEC Montreal, Canada Research Chair in Risk Management.
  31. James Kau & Donald Keenan & Constantine Lyubimov & V. Slawson, 2012. "Asymmetric Information in the Subprime Mortgage Market," The Journal of Real Estate Finance and Economics, Springer, vol. 44(1), pages 67-89, January.
  32. Georges Dionne & Pierre-Carl Michaud & Maki Dahchour, 2013. "Separating Moral Hazard From Adverse Selection And Learning In Automobile Insurance: Longitudinal Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 11(4), pages 897-917, August.
  33. Pierre Picard & Kili Wang, 2015. "INSURANCE FRAUD THROUGH COLLUSION BETWEEN POLICYHOLDERS AND CAR DEALERS: THEORY AND EMPIRICAL EVIDENCE Pierre PICARD," Working Papers hal-01140590, HAL.
  34. Jan Michael Bauer & Jörg Schiller & Christopher Schreckenberger, 2020. "Heterogeneous selection in the market for private supplemental dental insurance: evidence from Germany," Empirical Economics, Springer, vol. 59(1), pages 205-231, July.
  35. Georges Dionne & Pierre-Carl Michaud & Maki Dahchour, 2004. "Separating Moral Hazard from Adverse Selection in Automobile Insurance: Longitudinal Evidence from France," Cahiers de recherche 0420, CIRPEE.
  36. Georges Dionne, 2003. "The Foundations of Banks' Risk Regulation: a Review of the Literature," Cahiers de recherche 0346, CIRPEE.
  37. Ari Hyytinen & Mika Pajarinen, 2005. "External Finance, Firm Growth and the Benefits of Information Disclosure: Evidence from Finland," European Journal of Law and Economics, Springer, vol. 19(1), pages 69-93, January.
  38. Olfa N. Ghali, 2001. "An Empirical Evaluation of the Implementation of the Bonus-Malus System in the Tunisian Automobile Insurance Ratemaking," Working Papers 0135, Economic Research Forum, revised 11 2001.
  39. Tomas J. Philipson & George Zanjani, 2013. "Economic Analysis of Risk and Uncertainty induced by Health Shocks: A Review and Extension," NBER Working Papers 19005, National Bureau of Economic Research, Inc.
  40. Koufopoulos, Kostas, 2002. "Asymmetric information, heterogeneity in risk perceptions and insurance: an explanation to a puzzle," LSE Research Online Documents on Economics 24906, London School of Economics and Political Science, LSE Library.
  41. Georges Dionne & Kili Wang, 2013. "Does insurance fraud in automobile theft insurance fluctuate with the business cycle?," Journal of Risk and Uncertainty, Springer, vol. 47(1), pages 67-92, August.
  42. Hyytinen, Ari & Pajarinen, Mika, 2003. "External Finance, Firm Growth and the Benefits of Information Disclosure: Evidence from Finland (Revised)," Discussion Papers 805, The Research Institute of the Finnish Economy.
  43. Chu-Shiu Li & Sheng-Chang Peng, 2011. "Can Auto Liability Insurance Purchases Signal Risk Attitude?," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 10(2), pages 159-164, August.
  44. Makki Shiva S. & Somwaru Agapi L., 2007. "Assessing Adverse Selection in Crop Insurance Markets: An Application of Parametric and Nonparametric Methods," Asia-Pacific Journal of Risk and Insurance, De Gruyter, vol. 2(1), pages 1-22, May.
  45. Karlsson, Martin & Klohn, Florian & Rickayzen, Ben, 2012. "Are the Dimensions of Private Information More Multiple than Expected? Information Asymmetries in the Market of Supplementary Private Health Insurance in England," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 57826, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
  46. Rothschild, Casey G., 2009. "Adverse selection in annuity markets: Evidence from the British Life Annuity Act of 1808," Journal of Public Economics, Elsevier, vol. 93(5-6), pages 776-784, June.
  47. Renate Lange & Jörg Schiller & Petra Steinorth, 2015. "Demand and Selection Effects in Supplemental Health Insurance in Germany," SOEPpapers on Multidisciplinary Panel Data Research 757, DIW Berlin, The German Socio-Economic Panel (SOEP).
  48. Gao Feng & Wang Jun, 2011. "Testing for Adverse Selection in China's Auto Insurance Market," Asia-Pacific Journal of Risk and Insurance, De Gruyter, vol. 5(1), pages 1-16, March.
  49. Dionne, G., 2001. "Commitment and Automobile Insurance Regulation in France, Quebec and Japan," Ecole des Hautes Etudes Commerciales de Montreal- 01-04, Ecole des Hautes Etudes Commerciales de Montreal-Chaire de gestion des risques..
  50. Imen Karaa, 2018. "Moral Hazard and Learning in the Tunisian Automobile Insurance Market: New Evidence from Dynamic Data," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 43(3), pages 560-589, July.
  51. Pierre Picard & Jennifer Wang & Kili Wang, 2019. "Collusion between Retailers and Customers: The Case of Insurance Fraud in Taiwan," Working Papers hal-02045335, HAL.
  52. Renate Lange & Jörg Schiller & Petra Steinorth, 2017. "Demand and Selection Effects in Supplemental Health Insurance in Germany," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 42(1), pages 5-30, January.
  53. Georges Dionne & Casey G. Rothschild, 2011. "Risk Classification in Insurance Contracting," Cahiers de recherche 1137, CIRPEE.
  54. Jedidi, Helmi & Dionne, Georges, 2019. "Nonparametric testing for information asymmetry in the mortgage servicing market," Working Papers 19-1, HEC Montreal, Canada Research Chair in Risk Management, revised 28 Oct 2019.
  55. Hyytinen, Ari & Väänänen, Lotta, 2004. "Could Mr. and Mrs. Capital Market Imperfection Please Step Forward? An Empirical Analysis of Adverse Selection and Moral Hazard in Capital Markets," Discussion Papers 887, The Research Institute of the Finnish Economy.
  56. Kostas Koufopoulos, 2002. "Asymmetric Information, Heterogeneity in Risk Perceptions and Insurance: An Explanation to a Puzzle," FMG Discussion Papers dp402, Financial Markets Group.
  57. Dionne, Georges & Fombaron, Nathalie & Mimra, Wanda, 2023. "Adverse selection in insurance," Working Papers 23-5, HEC Montreal, Canada Research Chair in Risk Management.
  58. Karl Ove Aarbu, 2017. "Asymmetric Information in the Home Insurance Market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(1), pages 35-72, March.
  59. Kremslehner, Daniela & Muermann, Alexander, 2016. "Asymmetric information in automobile insurance: Evidence from driving behavior," CFS Working Paper Series 543, Center for Financial Studies (CFS).
  60. David W. Harless & George E. Hoffer, 2003. "Testing for Offsetting Behavior and Adverse Recruitment Among Drivers of Airbag‐Equipped Vehicles," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 70(4), pages 629-650, December.
  61. Martin Eling & Ruo Jia & Yi Yao, 2017. "Between-Group Adverse Selection: Evidence From Group Critical Illness Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(2), pages 771-809, June.
  62. de Meza, David & Webb, David C., 2017. "False diagnoses: pitfalls of testing for asymmetric information in insurance markets," LSE Research Online Documents on Economics 65744, London School of Economics and Political Science, LSE Library.
  63. Dionne, Georges, 2012. "The empirical measure of information problems with emphasis on insurance fraud and dynamic data," Working Papers 12-10, HEC Montreal, Canada Research Chair in Risk Management.
  64. Plisson, Manuel, 2009. "Assurabilité et développement de l'assurance dépendance," Economics Thesis from University Paris Dauphine, Paris Dauphine University, number 123456789/5064 edited by Lorenzi, Jean-Hervé.
  65. Amy Finkelstein & James Poterba, 2014. "Testing for Asymmetric Information Using “Unused Observables” in Insurance Markets: Evidence from the U.K. Annuity Market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 81(4), pages 709-734, December.
  66. Coe, Norma B. & Skira, Meghan M. & Van Houtven, Courtney Harold, 2015. "Long-term care insurance: Does experience matter?," Journal of Health Economics, Elsevier, vol. 40(C), pages 122-131.
  67. Bo Qu & Li Wei & Ping Wei, 2018. "An Empirical Investigation of Asymmetric Information in China’s Automobile Insurance Market," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 43(3), pages 520-538, July.
  68. Coelho, Marta & de Meza, David, 2012. "Do bad risks know it? Experimental evidence on optimism and adverse selection," Economics Letters, Elsevier, vol. 114(2), pages 168-171.
  69. Ricardo Smith Ramírez, 2007. "Testing for information asymmetries in voluntary conservation contracts," Working papers DTE 402, CIDE, División de Economía.
  70. Koufopoulos, Kostas, 2007. "On the positive correlation property in competitive insurance markets," Journal of Mathematical Economics, Elsevier, vol. 43(5), pages 597-605, June.
  71. Ma, Yu-Luen & Zhu, Xiaoyu & Hu, Xianbiao & Chiu, Yi-Chang, 2018. "The use of context-sensitive insurance telematics data in auto insurance rate making," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 243-258.
  72. Georges Dionne & Jean Pinquet & Mathieu Maurice & Charles Vanasse, 2011. "Incentive Mechanisms for Safe Driving: A Comparative Analysis with Dynamic Data," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 218-227, February.
  73. Tingting Chen & Anthony Francis Desmond & Peter Adamic, 2023. "Generalized Additive Modelling of Dependent Frequency and Severity Distributions for Aggregate Claims," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 12(4), pages 1-1.
  74. Noureddine Benlagha & Imen Karaa, 2017. "Evidence of adverse selection in automobile insurance market: A seemingly unrelated probit modelling," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1330303-133, January.
  75. Juan He & Roderick Rejesus & Xiaoyong Zheng & Jose Yorobe, 2018. "Advantageous Selection in Crop Insurance: Theory and Evidence," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 646-668, September.
  76. Magali Chaudey, 2017. "Why test the theory of incentives in a dynamic framework?," Working Papers 1733, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
  77. Georges Dionne & Kili C. Wang, 2011. "Does Opportunistic Fraud in Automobile theft Insurance Fluctuate with the Business Cycle ?," Cahiers de recherche 1121, CIRPEE.
  78. Pierre-André Chiappori & Bernard Salanié, 2002. "Testing Contract Theory : A Survey of Some Recent Work," Working Papers 2002-11, Center for Research in Economics and Statistics.
  79. Chen, An & Li, Hong & Schultze, Mark B., 2023. "Optimal longevity risk transfer under asymmetric information," Economic Modelling, Elsevier, vol. 120(C).
  80. Christophe Dutang, 2012. "The customer, the insurer and the market," Post-Print hal-01616152, HAL.
  81. Jean Pinquet & Georges Dionne & Charles Vanasse & Mathieu Maurice, 2007. "Point-record incentives, asymmetric information and dynamic data," Working Papers hal-00243056, HAL.
  82. repec:mea:meawpa:12259 is not listed on IDEAS
  83. Donatella Porrini, 2015. "Risk Classification Efficiency and the Insurance Market Regulation," Risks, MDPI, vol. 3(4), pages 1-10, September.
  84. Cannon, Edmund & Cipriani, Giam Pietro & Bazar-Rosen, Katia, 2014. "Surprising Selection Effects in the UK Car Insurance Market," IZA Discussion Papers 8172, Institute of Labor Economics (IZA).
  85. Clifford Afoakwah & Joshua Byrnes & Paul Scuffham & Son Nghiem, 2023. "Testing for selection bias and moral hazard in private health insurance: Evidence from a mixed public‐private health system," Health Economics, John Wiley & Sons, Ltd., vol. 32(1), pages 3-24, January.
  86. Chun-Ting Liu & Jui-Yun Wu & Chi-Hung Chang, 2020. "Switching motivation and moral hazard: evidence from automobile physical damage insurance in Taiwan," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 45(2), pages 361-391, April.
  87. Joseph G. Eisenhauer, 2004. "Risk Aversion and the Willingness to Pay for Insurance: A Cautionary Discussion of Adverse Selection," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 7(2), pages 165-175, September.
  88. Shi, Peng & Valdez, Emiliano A., 2011. "A copula approach to test asymmetric information with applications to predictive modeling," Insurance: Mathematics and Economics, Elsevier, vol. 49(2), pages 226-239, September.
  89. Dionne, Georges & Fombaron, Nathalie & Doherty, Neil, 2012. "Adverse selection in insurance contracting," Working Papers 12-8, HEC Montreal, Canada Research Chair in Risk Management.
  90. Georges Dionne & Ying Liu, 2021. "Effects of Insurance Incentives on Road Safety: Evidence from a Natural Experiment in China," Scandinavian Journal of Economics, Wiley Blackwell, vol. 123(2), pages 453-477, April.
  91. Jennifer L. Wang & Ching‐Fan Chung & Larry Y. Tzeng, 2008. "An Empirical Analysis of the Effects of Increasing Deductibles on Moral Hazard," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(3), pages 551-566, September.
  92. Wei‐Jin Wu & Chu‐Shiu Li & Sheng‐Chang Peng, 2020. "The relationships between vehicle characteristics and automobile accidents," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 23(4), pages 331-377, December.
  93. , & ,, 2012. "Optimal insurance with adverse selection," Theoretical Economics, Econometric Society, vol. 7(3), September.
  94. Huang, Rachel J. & Jeng, Vivian & Wang, Cheng-Wei & Yue, Jack C., 2021. "Does size and book-to-market contain intangible information about managerial incentives? Learning from corporate D&O insurance purchase," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
  95. Spindler, M., 2014. "“They do know what they are doing ... at least most of them.†Asymmetric Information in the (private) Disability Insurance," Health, Econometrics and Data Group (HEDG) Working Papers 14/16, HEDG, c/o Department of Economics, University of York.
  96. Wu, T.C. Michael & Yang, C.C., 2012. "The welfare effect of income tax deductions for losses as insurance: Insured- versus insurer-sided adverse selection," Economic Modelling, Elsevier, vol. 29(6), pages 2641-2645.
  97. Chao Ma, 2021. "Be Cautious In The Last Month: The Sunk Cost Fallacy Held By Car Insurance Policyholders," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(3), pages 1199-1236, August.
  98. Segovia-Gonzalez, M.M. & Guerrero, F.M. & Herranz, P., 2009. "Explaining functional principal component analysis to actuarial science with an example on vehicle insurance," Insurance: Mathematics and Economics, Elsevier, vol. 45(2), pages 278-285, October.
  99. Grönqvist, Erik, 2006. "(M)oral Hazard?," SSE/EFI Working Paper Series in Economics and Finance 642, Stockholm School of Economics.
  100. repec:clg:wpaper:2007-18 is not listed on IDEAS
  101. Eric Le Fur & J. François Outreville, 2021. "Real Options and Reduction of Basic Risk of Index‐Based Climate Agricultural Insurance," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1658-1671, December.
  102. Buchmueller, Thomas C. & Fiebig, Denzil G. & Jones, Glenn & Savage, Elizabeth, 2013. "Preference heterogeneity and selection in private health insurance: The case of Australia," Journal of Health Economics, Elsevier, vol. 32(5), pages 757-767.
  103. Feng Gao & Michael R. Powers & Jun Wang, 2017. "Decomposing Asymmetric Information in China's Automobile Insurance Market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(4), pages 1269-1293, December.
  104. Dardanoni, V & Li Donni, P, 2008. "Testing For Asymmetric Information In Insurance Markets With Unobservable Types," Health, Econometrics and Data Group (HEDG) Working Papers 08/26, HEDG, c/o Department of Economics, University of York.
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