Table Of ContentFinancial Models of Insurance 
Solvency
Huebner International Series on 
Risk, Insurance, and Economic 
Security 
J. David Cummins, Editor 
The Wharton School 
University of Pennsylvania 
Philadelphia, Pennsylvania, USA 
Series Advisors: 
Dr. Phelim P. Boyle 
University of Waterloo, Canada 
Dr. Jean Lemaire 
University of Pennsylvania, USA 
Professor Akihlko Tsuboi 
Kagawa University, Japan 
Dr. Richard Zeckhauser 
Harvard University, USA 
Previously published books in the series: 
Cummins, J. David; Smith, Barry D.; 
Vance, R. Neil; VanDerhel, Jack L.; 
Risk Classification in Life Insurance 
Mintel, Judith; Insurance Rate Litigation 
Cummins, J. David: Strategic Planning and 
Modeling in Property-Liability Insurance 
Lemaire, Jean: Automobile Insurance: 
Actuarial Models 
Rushing, William.: Social Functions and 
Economic Aspects of Health Insurance 
Cummins, J. David and Harrington, Scott E.: 
Fair Rate of Return in Property-Liability Insurance 
Appel, David and Borba, Philip S.: Workers 
Compensation Insurance Pricing 
Cummins, J. David and Derrig, Richard A.: 
Classical Insurance Solvency Theory 
The objective of the series Is to publish original research and advanced 
textbooks dealing with all major aspects of risk bearing and economic 
security. The emphasis Is on books that will be of Interest to an 
International audience. Interdisciplinary topiCS as well as those from 
traditional disciplines such as economics, risk and Insurance, and 
actuarial science are within the scope of the series. The goal Is to 
provide an outlet for imaginative approaches to problems In both the 
theory and practice of risk and economic security.
Financial Models of Insurance 
Solvency 
edited by 
J. David Cummins 
The Wharton School 
University of Pennsylvania 
Philadelphia, Pennsylvania 
and 
Richard A. Derrig 
Massachusetts Rating Bureau 
Boston, Massachusetts 
~ 
" 
Kluwer Academic Publishers 
Boston/Dordrecht/London
Distributors 
for North America: Kluwer Academic Publishers, 101 Philip Drive, 
Asslnlppl Park, Norwell, Massachusetts 02061, USA 
for all other countries: Kluwer Academic Publishers Group, 
Distribution Centre, Post Office Box 322, 3300 AH Dordrecht, 
THE NETHERLANDS 
Library of Congress Cataloging· In· Publication Data 
Financial models of Insurance solvency I edited by J. David Cummins 
and Richard A. Derrig. 
p.  cm. - (Huebner International series on risk, Insulrance, 
and economic security) 
Vol. 2 of the proceedings of the 1 st International Conference on 
Insurance Solvency held In Philadelphia, 1986 and published under 
the tltie Classical Insurance solvency theory. 
Includes Index. 
ISBN-13: 978-94-010-7631-9  e-ISBN-13: 978-94-009-2506-9 
001: 10.1007/978-94-009-2506-9 
1. Insurance-Finance-Congresses.  I. Cummins, J. David. 
II. Derrig, Richard A.  III. International Conference on Insurance 
Solvency (1st: 1986: Philadelphia, Pa.)  IV. Classical Insurance 
solvency theory.  V. Series. 
HG8026.158  1989 
368'.01-dc20  89-2725 
CIP 
Copyright © 1989 by Kluwer Academic Publishers 
Softcover reprint of the hardcover 1st edition 1989 
All rights reserved. No part of this publication may be reproduc 
ed, stored In a retrieval system or transmitted In any form or by 
any means, mechanical, photocopying, recording, or otherwise, 
without the prior written permission of the publisher, Kluwer 
Academic Publishers, 101 Philip Drive, Asslnlppl Park, Norwell, 
Massachusetts 02061, USA
Contents 
FINANCIAL MODELS OF INSURANCE SOLVENCY 
Edited by J.D. Cummins and A.A. Derrig 
Volume II of the Proceedings of the First International 
Conference on Insurer Solvency 
About the Authors  vii 
Photo  xiii 
List of Contributors  xiv 
Contributing Organizations  xv 
Preface  xvii 
The Assessment of the Financial Strength of Insurance 
Companies by a Generalized Cash Flow Model 
by Stewart M. Coutts and Russell Devitt 
Cash Flow Simulation Models for Premium and Surplus Analysis 
by Albert S. Paulson and R. Dixit  37 
Some Aspects of Life Assurance Solvency 
by Howard R. Waters  57 
The Solvency of a General Insurance Company in Terms of 
Emerging Costs 
by C.D. Daykin, G.D. Bernstein, S.M. Coutts, E.R.F. Devitt, G.B. Hey, 
0.1. W. Reynolds and P.O. Smith (U.K. Solvency Working Party)  87 
Some General Approaches to Computing Total Loss Distributions 
and the Probability of Ruin 
by Albert S. Paulson and R. Dixit  151 
Methods for Analyzing the Effects of Underwriting Risk on the 
Insurer's Long-Term Solvency 
by Jukka Rantala  171 
Concepts and Trends in the Study of Insurer's Solvency 
by Yehuda Kahane, Charles S. Tapiero, and Laurent Jacques  219 
On the Application of Finance Theory to the Insurance Firm 
by James R. Garven  243
vi  Contents 
On the Capital Structure of Insurance Firms 
by Neil Doherty  267· 
Risk Based Premiums for Insurance Guaranty Funds 
by J. David Cummins  283 
Solvency Levels and Risk Loadings Appropriate for Fully 
Guaranteed Property-Liability Insurance Contracts: A 
Financial View 
by Richard A. Derrig  303 
Index  355
ABOUT THE AUTHORS 
Stewart Coutts, International Actuarial Consultants, 8 St. Martins' 
-Ie-Grand, London ECIA 4ED, England 
Stewart Coutts is a partner with International Actuarial Consultants 
in London, England. He holds a Doctorate in Actuarial Mathematics 
from the City University in London, and is Fellow of th~ Institute of 
Actuaries. He has published a wide range of research papers from 
motor-rating to probabilistic models for measuring the Solvency of 
Insurance Companies. 
J.  David  Cummins,  Department  of  Insurance,  Wharton  School, 
University of Pennsylvania, 3641  Locust Walk,  Philadelphia,  PA. 
U.S.A. 19104-6218 
J. David Cummins is the Harry J. Loman Professor of Insurance and 
Executive Director of the S. S. Huebner Foundation for Insurance 
Education at the Wharton School. Dr. Cummins has served as Presi 
dent of the American  Risk and  Insurance Association and  is a 
member of ASTIN, the American Economic Association, and the 
American Finance Association. His primary research interests are 
the  financial  pricing  of insurance,  financial  management of in 
surance  companies,  and  the  economics  of property-liability  in 
surance markets. Dr. Cummins is the author or editor of ten books 
on risk and insurance. His numerous articles have appeared in jour 
nals such as the ASTIN Bulletin, the Bell Journal, the Journal of 
Finance, International Journal of Forecasting, and the Journal of 
Risk and  Insurance.  Dr.  Cummins consulting clients have come 
from the Insurance industry, business and government.
viii  About the Authors 
Richard A. Derrig, Massachusetts Rating Bureaus, 40 Broad Street, 
Boston, Massachusetts U.S.A. 02109 
Dr. Richard A.  Derrig is Vice President for Research with the ac 
tuarial staff of the Massachusetts Automobile and Workers' Com 
pensation Insurance Rating Bureaus. He joined the Bureaus in 1976 
after teaching mathematics at the collegiate and graduate levels at 
Brown  University,  Villanova  University  and  Wheaton  College  in 
Massachusetts. 
In  his current position,  Dr.  Derrig oversees several on-going ac 
tuarial research projects in such diverse area as investment income 
and  profitability,  requirements  for  solvency,  pricing  tax-exempt 
securities, and  claim cost containment. Dr.  Derrig has authored 
several  research  papers on  ratemaking and  has provided expert 
testimony in public hearings. He is a member of the American Risk 
and Insurance Association, Mathematical Association of America 
and the American Statistical Association. 
Russell Devitt, NEL Britannia Group of Companies, Nilton Court 
Dorking, Surrey, ENGLAND RH4 3LZ 
Russell  Devitt is Director of Business Development for the NEL 
Britannia Group of Companies. He holds a masters degree in finan 
cial  management  from  the  City University  in  London,  and  is  a 
Fellow of the Chartered Association of Certified Accountants and a 
Fellow of the Chartered Insurance Institute. 
R. Dixit, School of Management, Rensselaer Polytechnic Institute, 
Troy, NY 12180 
R.  Dixit is systems designer for CAMEX Enterprises of Ballston 
Lake, NY. Mr. Dixit holds master degrees in power engineering and 
operations research and statistics from Rensselaer Polytechnic In 
stitute.  He  has  published  several  articles  in  the  areas  of  risk 
management and statistics. His current interests are cash flow and 
yield curve modeling, and statistical methods for risk management. 
Neil A. Doherty, Department of Insurance, Wharton School, Univer 
sity of Pennyslvania, 3641 Locust Walk, Philadelphia, Pennyslvania 
U.S.A. 19104-6218
About the Authors  ix 
Neil A. Doherty is Professor of Insurance at the Wharton School of 
the  University  of  Pennsylvania.  His  papers  on  financial  and 
economic aspects of insurance markets have appeared in Journals 
such as the Journal of Risk and Insurance, The Journal of Finance, 
The Journal of Political Economy and The Economic Journal. His 
books include Corporate Risk Management: A Financial Exposi 
tion, Insurance Pricing and Loss Prevention, and, with S.  D' Arcy, 
The Financial Theory of Insurance Pricing. He has consulted with 
various firms on issues such as insurance rate regulation, the har 
monization of insurance services in the European community and 
the taxation of captive insurance companies. Dr. Doherty has also 
acted as an economic adviser to the U.  K. government on social 
security and pension issues. 
James R. Garven, College of Business Administration, Department 
of  Finance,  The  Pennsylvania State  University,  University  Park, 
Pennsylvania U.S.A. 16802 
James  R.  Garven,  Assistant  Professor of Finance at The  Penn· 
sylvania State University, holds a Ph.D. in Finance from the Univer 
sity of Illinois. 
His current research interests include the economics of regulation 
and the application of contingent claims analysis to insurance and 
securities markets.  He has published articles in journals such as 
the  Financial  Review,  the  Journal  of  Business  Finance  and 
Accounting, the Journal of Finance, and the Journal of Financial 
Services  Research.  He  is  a  member  of  the  American  Finance 
Association, the Financial Management Association, the American 
Risk and Insurance Association, and the Risk Theory Seminar. 
Yehuda  Kahane,  Academic  Director,  Erhard  Insurance  Center, 
Faculty  of  Management,  Tel·Aviv  University,  Ramat-Aviv,  Israel 
69978 
Dr. Kahane, who is a member of the International Association of Ac 
tuaries, is active in both the academic and business environments. 
Since 1967, he has taught at the Hebrew University of Jerusalem, 
the University of Florida, the University of Toronto, the Wharton 
School, the  Instituto of Estudios Superiores De  Administracion, 
Caracas and has recently served as the Visiting Blades Professor of
x  About the Authors 
Insurance at the Department of Finance, Insurance and Actuarial 
Studies of the University of Texas at Austin. He is currently Pro 
fessor of Insurance and  Finance and  Academic  Director of the 
Erhard Insurance Center at Tel-Aviv University. 
His career includes a period spent in business and in consulting ac 
tivities on  risk management,  insurance  and  actuarial  topics,  to 
large organizations and  major companies  in  Israel  and  Europe. 
Dr. Kahane is the author of several books and numerous articles. 
He is Associate Editor of Insurance Mathematics and Economics, 
Insurance Abstracts and Reviews, and the Journal of Finance Serv 
ices Research. His studies focus on financial and actuarial aspects 
of the insurance business: inflation, portfolio optimization, reserv 
ing and ratemaking, pensions, no-fault auto insurance, and natural 
catastrophes. 
Laurent L. Jacque, Curtis L. Carlson School of Management, Univer 
sity of Minnesota, 271  19th Avenue So., Minneapolis, MN 55455 
Laurent L. Jacque received his M.A., MBA and PhD from the Whar 
ton School where he taught International Management and Interna 
tional Finance prior to joining the Carlson School of Management 
(University of Minnesota) as an Associate Professor of International 
Management. His research centers on risk management in an inter 
national setting, and he has published in the Journal of Interna 
tional Business Studies, Journal of Operational Research SOCiety, 
Journal of Risk and Insurance, the Scandanavian Actuarial Journal 
etc.  His book Management of Foreign  Exchange  Risk was  first 
published in 1978 and is now in its sixth printing. 
Albert S. Paulson, School of Management, Rensselear Polytechnic 
Institute, Troy, New York, U.S.A. 12181 
Albert S. Paulson is Professor of Management, Professor of Opera 
tions Research and Statistics and Director of Doctoral Programs in 
Management at Rensselaer Polytechnic Institute. 
He  has published extensively in  the areas of risk management, 
economics, financial modeling, forecasting and control, engineer 
ing  management, and statistics.  His current interests center on 
(1) the use of cash flow simulation models in qu~ntifying premium