Actuarial

NAIC to Hire Principles-Based Valuation Evaluator

The National Association of Insurance Commissioners (NAIC) wants an actuarial consulting firm to help it study the effects of a proposed shift to a principles-based approach to valuations.

The shift would lead to use of principles-based analysis of the reserves for life insurance products.

Longevity - The Next Growth Market

Longevity protection – or living benefits – is emerging as a growth opportunity for life insurers. In the following article, Michelle Moloney explores the British market, which has been an early mover in transferring longevity risk associated with private pension plans to the insurance industry, as well as implications and opportunities in the U.S.

Useful Tools for Assessing Claims Fluctuation

As a research actuary, writes Transamerica Reinsurance's David Wylde, he sometimes is asked if the statistics used in his work have any basis in the real world. Or, in other words, how does applied statistical theory stack up against experience?

A case in point is year-to-year death claims analysis – where actual claims often deviate from expected. These claims deviations can be simply the result of statistical variance about the mean, or they may indicate the need to revise expectations. To demonstrate the statistics used in determining whether a change in expected claims is warranted, proprietary Transamerica Experience Database (TED) experience is integrated into an experiment comparing historical claims variance against theoretical predictions.

Generali’s Approach To Developing Older Age Mortality

Summary of the general approach to developing older age (issue ages 70+) mortality assumptions as promoted by Generali USA.

Making the Most of the Actuarial/Underwriting Team

Presentation from the SOA '10 Health Meeting, held on June 28–30, in Orlando, FL.

Group & Individual Life Accidental Death Carve-Out Program

While traditional risk management coverages on group and individual life portfolios can be structured to make them affordable, in many instances to do so will mean the coverage will have conditions and limitations
which will make it an ineffective risk management tool. Because of this, today more and more companies are turning to AD Carve-Out reinsurance as a viable risk management solution.

The Use of Electronic Health Information in Actuarial Practice

Presentation from the SOA '10 Health Meeting, held on June 28–30, in Orlando, FL.

Claim Reserve Run-Out Studies: The Method and Its Application to Long-Term Accident and Health Product Reserve Adequacy Test

When talking about valuation in the United States, people have a feeling that it is all about government prescription.

How Will PBA Rock Your World?

Links to presentations for the SOA's How Will PBA Rock Your World? Seminar, held May 19, 2010 in Tampa, FL.

Predicting the Future Role of Actuaries in Insurance

Several shifts are underway that will result in significant changes in the way that insurance companies use actuarial resources. An increase in qualified actuarial resources, and a need to move company actuaries into more strategic activities will offer opportunities that have previously been unavailable. The exact timing and pace of this change is uncertain, but the economics are so compelling that the author thinks it is not a question of if, but when, a new model will prevail.

Implementation and Challenges of the New PRC GAAP for Life Insurance Industry in China Seminar

The Society of Actuaries has posted presentations from Implementation and Challenges of the New PRC GAAP for Life Insurance Industry in China Seminar held on May 28, 2010 in Beijing.

Report on the possible impact of the likely Solvency II QIS5 Standard Formula on the European life market

The European Commission's draft technical specification for the fifth Solvency II Quantitative Impact Study (QIS5) indicates how the standard formula is likely to be set for QIS5. In order to determine how the new rules will affect solvency positions under the standard formula for Europe's life insurance market, Milliman analyzed the potential impact of QIS5 in several European markets: France, Ireland, Italy, the United Kingdom, Poland, Romania, and Slovakia.

NAIC Panel Prepares To Test PBR Manual

The National Association of Insurance Commissioners is getting ready to alpha test a new, possibly more flexible approach to setting and assessing life insurance company reserves.

The Life and Health Actuarial Task Force at the NAIC, Kansas City, Mo., has prepared for the arrival of the NAIC Valuation Manual, which will reflect a principles-based reserving philosophy, by creating a PBR Testing Subgroup.

Full Disclosure Whole Life Report

Each year Full Disclosure surveys leading companies active in the whole life insurance marketplace. All data is current as of February 1, 2010, a period by which most insurers have declared their current dividend scales for the year.

This report features 29 policies, two more than last year. All of them are participating (dividend-paying), with the exception of a few guaranteed policies (see footnotes for details). Sections of this excerpt from our study cover current and guaranteed illustrated values, the industry’s only actual historical performance analysis, policy retirement income illustrations, and a narrative detailing what each policy’s fundamental design objectives are.

Cost of Implementing a Principle-Based Framework for Determining Reserves and Capital Survey Results

The SOA Smaller Insurance Company, Product Development, Reinsurance and Financial Reporting Sections, along with the Committee on Life Insurance Research, are pleased to make available the following report. Authored by a Towers Watson research team of Jason Kehrberg, Greg Roemelt and Chuck Souza, this report summarizes the results of a survey on life insurer perspectives and preparedness levels for implementing a principle-based framework for determining reserves and capital. Forty-eight companies participated in the study and offered insight into the stages of their planning, expected cost levels and concerns for implementing the new approach. The report also details additional observations Towers Watson obtained through follow-up interviews with some of the study participants.

Helping To Take The “Ill” Out Of Illustration Certifications — Using The Update To The Illustration Practice Notes

This article is intended to give a high level overview of the recent release of the update to the illustration practice notes. Guidance for illustration testing should be sought from the Illustration Model Regulations and Actuarial Standard of Practice (ASOP) 24, as well as review of the practice notes. (Begins on p. 22 of the February 2010 issue of Product Matters, the newsletter of the SOA's Product Development Section.

Current Issues Complying with Illustration Regulations and ASOP 24

Presentation from the SOA 2010 Life & Annuity Symposium, May 17-18, 2010

Enterprise Risk Management (ERM) Practice as Applied to Health Insurers, Self-Insured Plans, and Health Finance Professionals

The SOA Health Section is pleased to make available a research report that describes the current state of Enterprise Risk Management practices for health organizations. The report was prepared by Max Rudolph of Rudolph Financial Consulting, LLC.

Enterprise Risk Management (ERM) for Small Insurers—An Evolving Concept

Article from the November 2009 issue of Small Talk, the newsletter of the SOA's Smaller Insurance Company Section.

Actuaries Back Systemic Risk Oversight

As an overhaul of financial services regulation is debated in Washington, the American Academy of Actuaries is throwing its support behind creation of a federal systemic risk regulator for the entire financial services sector.

Data Resources for Predictive Analytics

Presentation from the SOA Predictive Modeling for Life Insurance Seminar May 19, 2010.

Implications of Principle Based Approach

Presentation from the SOA 2010 Life & Annuity Symposium, May 17-18, 2010.

The Economics of Life Insurance Distribution

Presentation from the SOA 2010 Life & Annuity Symposium, May 17-18, 2010.

Will Sanity Return To Large Case Group Life Pricing And Underwriting?

We’ve all seen it—basic group life rates that look more like AD&D rates; rate guarantees periods that resemble a mortgage contract; liberal guarantee issue maximums; and plan maximums that are so high that no person in the group even comes close to qualifying for, and on and on.

What's in a Name? The Flat Price Conundrum

Like any other human endeavor, the financial industry is laden with jargon that is constantly evolving. While there’s always the danger of confusion and embarrassment with the use of outdated jargon, errors quickly may become costly when a financial industry term evolves to a point at which it completely contradicts its original meaning.

Preparing for Big Changes in the Way We Do Business

For quite some time, the efforts to develop a principles-based approach (PBA) to statutory reserves have been led by a small number of key players. While many others have followed their progress closely, the life insurance industry at large has taken a wait-and-see approach. However, companies are now stepping up and preparing for the transition to a new regulatory regime.

Non-Traditional Mortality Studies

Using the Social Security Administration’s Death Master File (DMF) provides the opportunity to perform non-traditional mortality studies – non-traditional in that they are not subject to the constraints of policy issue and policy administration. Non-traditional mortality studies can provide important information about underwriting decisions, the predictive value of laboratory tests, the accuracy of life expectancy (LE) estimation or post-lapse mortality.

In many situations, there will be repeated encounters: Multiple underwriting decisions at different points in time with changing medical history; multiple lab tests at different points in time with different results; multiple LE estimations. The multiplicity of encounters begs the question: Which encounter should be used to define the onset of exposure to risk – the first, last or every?

Term Life: Understanding Post-Level Experience

The life insurance industry is beginning to experience the effects of the so-called “shock lapse” as level-premium term products transition into their post-level periods. To understand the mortality implications of these extreme lapse scenarios, it seems appropriate to review the selective lapsation theory presented in the ground-breaking 1980 article “Pricing a Select and Ultimate Renewable Term Product,” by Jeffery Dukes and Andrew MacDonald. This will provide good context for analyzing emerging post-level lapse and mortality experience.

Testing for Adverse Selection in Insurance Markets

This article reviews and evaluates the empirical literature on adverse selection in insurance markets. It focuses on empirical work that seeks to test the basic coverage–risk prediction of adverse selection theory—that is, that policyholders who purchase more insurance coverage tend to be riskier. The analysis of this body of work, it is argued, indicates that whether such a correlation exists varies across insurance markets and pools of insurance policies. Discuss various reasons why a coverage–risk correlation may not be found in some pools of insurance policies. The presence of a coverage–risk correlation can be explained either by moral hazard or adverse selection, and discusses methods for distinguishing between them. Finally, reviews the evidence on learning by policyholders and insurers.

Modeling Anti-selective Lapse and Optimal Pricing in Individual and Small Group Health Insurance

Article in the Society of Actuaries Health Watch Newsletter - February 2010, starting on p. 28.

The Longevity Bubble

The Internal Revenue Service thinks there’s only one way for mortality rates to go: down. The American Academy of Actuaries seems to agree, breaking a decades-long self-imposed rule to issue a policy statement urging Congress to raise the Social Security retirement age to reflect increased longevity. The Society of Actuaries has sponsored a number of symposiums on living to 100 and beyond. Most actuaries believe that the unbroken trend of declines in death rates will continue, fueled by advances in medicine.

Actuarial CE Calendar

Keeping It Simple

The behavior-based approaches that aim to model the features of business portfolios more realistically also tend to increase modeling complexity and calculation time. A solution may lie in agent-based models, which can model complex behaviors by using very simple rules.

SOA Investment Symposium 2010 Presentations

Presentations from various sessions at the Investment Symposium held on March 22–23, 2010 in New York.

Actuaries Plan Ahead to Health Reform Legislation

With the enactment of health care reform legislation yesterday, the American Academy of Actuaries said the successful implementation of this and forthcoming reconciliation legislation will require coordinated efforts to ensure that the regulatory development process accomplishes the intended goals of reform. The actuaries plan to work with regulatory authorities as they begin implementing reform legislation to meet its goals of increasing the availability and affordability of coverage, enhancing the quality of care, and addressing health spending growth. (American Academy of Actuaries)

Preparing for the Unexpected

Life insurers routinely model the sensitivities of risk factors to the external environment. Extreme events represent an important new dimension that must also be factored-in. Partner Re on some extreme events and ask what the life sector can do to prepare for the unexpected.

A Stochastic Model for Longevity Risk

A practical model to assess mortality deviation and thus ensure adequate risk capital in line with solvency requirements.

Visions for the Future of the Life Insurance Sector

The economic crisis that dominated the news during 2008 and 2009, the expansion of technology, changing accounting standards, access to capital, and changing demographics are some of the challenges facing the life insurance sector. To provide a catalyst for discussion and to showcase the thought leadership of actuaries, the Financial Reporting, Product Development and Reinsurance Sections of the SOA sponsored "Life Insurance 2020 Foresight–A Call for Essays." Members of the SOA responded by authoring short essays with their unique and thoughtful vision of the future. We are proud to be able to present this collection of essays selected from among those submitted.

Briefing Note: With-Profits Policies

This paper has been prepared by The Actuarial Profession to explain how with-profits policies work. It considers traditional non-pensions endowment policies in some detail and examines the main differences between these and other types of policy.

Making the Most of a Principle-Based System

Is growing international acceptance of the principle-based measurement of risk the neatest thing since sliced bread? Maybe. But not in its current iterations.

Fatal Factors -- Managing Mortality Risk

What impact will volatility in future mortality assumptions have on the valuation of life contingent liabilities?

Health Microinsurance: Healthcare And Incidence Rate Questionnaire

In order to launch new health microinsurance products, actuaries and other healthcare professionals will be involved at the pricing stage as technical advisors. This Milliman paper provides technical advisors with some guidelines and a tool for collecting healthcare pricing data where none exists or where what exists is unreliable. These tools are provided to the reader as a set of appendices.

2005-07 Individual Life Experience Report

The Individual Life Experience Committee has completed their latest report on intercompany mortality experience by amount of insurance under standard individually underwritten issues. This study includes policy years 2005-07. Read the report and associated documents.

Life Underwriting 101

Presentation at the 2009 Fall Actuaries' Clubs of Hartford & Springfield and Boston by Jordan Carreira, Chief Underwriter & VP,
Lincoln Financial Group.

Impact of an Aging Population on Medical and Pharmaceuticals Spending

Statistics show an encouraging pattern of increased life expectancy that will trigger increased consumption patterns in the population for medical services and pharmaceuticals, says this Milliman Pharmaco-Actuarial Advisor article.

Swiss insurers call for simpler solvency regulation

Switzerland's insurers need local regulation to be harmonised with international standards and improved access to European Union markets to boost growth, executives said in November.

Life & Longevity Markets Association

The LLMA has been established as a not-for-profit venture in order to promote a liquid traded market in longevity and mortality-related risk.

The LLMA’s founder members are: AXA, Deutsche Bank,
J.P. Morgan, Legal & General, Pension Corporation,
Prudential, RBS and Swiss Re.

Positioning the Industry for Success

Transamerica Reinsurance President Paul Rutledge recently spoke with Fred Sievert, former president of New York Life and current chairman of the Actuarial Foundation, about the demanding issues facing life insurers since the onset of the financial crisis. Fred shares his view that a number of life insurers, in search of continued growth, became too comfortable with optimistic investment gains subsidizing increasingly risky business. When the financial markets began failing, the weaknesses of this dependency were exposed.

Dynamic Policyholder Behaviour Survey

This 2009 Milliman survey examines European life insurance companies’ modeling of dynamic policyholder behaviour, which is the influence that external factors can have over policyholders’ propensity to exercise the options available in a life insurance policy.

2008 Long-Term Disability Experience Study & Tables

The Society of Actuaries' Group Disability Insurance Experience Committee has completed their study of termination experience for the period 1997-2006.

Automated Life Underwriting

The Marketing and Distribution and Product Development Sections along with the Committee on Life Insurance Research, are pleased to make the following report available. Authored by a Mike Batty and Alice Kroll of Deloitte Consulting, the report summarizes the results of a company survey on the utilization of life insurance automated underwriting systems.

Are Actuaries the New Hot Ticket?

Did you ever, in your wildest dreams, expect to spend your career in the insurance industry? That familiar question, posed to many attendees at various insurance conferences, often draws chuckles from respondents, as they scan the room looking for the few individuals who have sheepishly raised their hands.

QuickStats: Age-Adjusted Death Rates for the 10 Leading Causes of Death -- National Vital Statistics System, US, 2006 & 2007

The 10 leading causes of death were the same in 2006 and 2007. The rankings also remained the same, with one exception. In 2007, Alzheimer's disease was the sixth leading cause of death, and diabetes the seventh; the ranks were reversed in 2006. Age-adjusted death rates for six of the 10 leading causes of death declined from 2006 to 2007 (from a decline of 1.8% for malignant neoplasms to a decline of 8.4% for influenza and pneumonia). Only the rate for chronic lower respiratory diseases increased (up by 1.7%). No changes were observed in the rates for Alzheimer's disease; nephritis, nephrotic syndrome, and nephrosis; and septicemia.

Milliman: Interstate Compact Survey Report

Milliman research report designed to identify why some companies have not yet registered with or filed through the IIPRC and to gauge the experience of those companies which have filed Interstate Compact submissions. The survey asked companies 17 questions regarding the IIPRC and overall, revealed a high level of satisfaction for companies currently filing IIPRC submissions. Responses to the survey were submitted by 61 companies.

A field test of the principle-based approach to life insurance reserves and capital

The NAIC's recent revisions to the Standard Valuation Law mark a move toward principle-based accounting. This summary discusses the results of Milliman’s collaborative field test to evaluate the implications of the law’s final principal-based framework.

Consistent Performance Measurement: Aligning Risk, Value and Capital Management

Insurers know well that using a consistent approach to managing and measuring diverse risk portfolios is an ERM essential that can help them make informed decisions about pricing, product strategy, capital budgeting and linking pay to performance. And yet most insurers use any number of measurements to gauge financial results across varied businesses.As part of Towers Perrin's ongoing series on embedding ERM in insurance, this new article sheds light on a consistent analytical framework that can be applied to an insurer's internal measurement and management system to align value assessment, risk and capital management.

New York To Insurers: Tell Us How You Really Did - Regulatory, Legislative and Tax Issues

The New York State Insurance Department is ordering life insurers in the state to adjust assumptions about investment portfolio calls, prepayments and defaults to reflect the true state of the economy.

Stochastic Modeling Part Of VA Reserving Debate - Regulatory, Legislative and Tax Issues - Life and Health Insurance News

A discussion among regulators of how a new guideline for reserving for variable annuities should be crafted included talk about how reliable stochastic scenarios are in assessing reserving needs of companies.

The Financial Crisis and Lessons for Insurers

The CAS, CIA, and the SOA's Joint Risk Management Section Research Team and the SOA's Committee on Finance Research are pleased to make available a research report that examines the subprime mortgage crises and related financial consequences from the perspective of the insurance industry. The report was authored by a team led by Shaun Wang of Georgia State University.

Getting Up To Speed: ERM In The Life Insurance Industry

Article in the October/November issues of The Actuary magazine.

Model Behavior: Managing Your Modeling Risks

The recent financial crisis demonstrated that sophisticated computer models are no substitute for sound judgment. As the life industry begins its recovery, companies and regulators alike are reconsidering the complex tools on which our business now depends and how to improve our collective skill at using them.

Black Swans and Mortality Risk

In The Black Swan: The Impact of the Highly Improbable, Nassim Taleb explains the realm of the black swan. The former Wall Street “quant” turned philosopher describes two worlds: “Mediocristan,” where events far from the ordinary rarely happen, and “Extremistan,” where unexpected and unpredictable events – black swans – can occur.

Model Behavior: Managing Your Modeling Risks

The recent financial crisis demonstrated that sophisticated computer models are no substitute for sound judgment. As the life industry begins its recovery, companies and regulators alike are reconsidering the complex tools on which our business now depends and how to improve our collective skill at using them. Darin Zimmerman, Senior Vice President and Chief Actuary at Transamerica Reinsurance, discusses the near-term future of modeling with Donna Claire, president of Claire Thinking, Inc., a consulting firm which specializes in risk management and regulatory issues.

Actuary Reviews Illustration Proposal

Insurers that try to illustrate annuity performance graphically should provide at least 2 standard illustrations, veteran actuary Steven Ostlund of the Alabama DOI has recommended in a comment letter submitted to the NAIC's Annuity Disclosures Working Group.

Update on the SOA International Experience Study

The Society of Actuaries International Experience Study (IES) initiative is in its seventh year. During that period, considerable progress has been made expanding experience studies into less developed parts of the world. This article (from the SOA International Section's August newsletter) presents the most recent preliminary results from Argentina, the Caribbean, the Philippines, Poland and Vietnam.

SOA Reinsurance Section Newsletter - September 2009

The September 2009 issue looks at:

  • Life Reinsurance Data from The Munich American Survey By David M. Bruggeman
  • What Reinsurers and Cedants Can Learn from Uncle Rex and the Bulls By Rick Flaspöhler
  • Reinsurance Modernization – A New World ViewBy Daniel W. Krane and Elizabeth A. Diffley
  • Life Reinsurance: Capacity and Concentration of Risk Survey Analysis By William J. Briggs, Gaetano Geretto and Robert B. Lau
  • Enhancing the Benefit: How quality successful limited-benefit health plans answered the demand for a more robust product By Curt A. Wieden
  • American Academy of Actuaries Stop Loss Risk-Based Capital Work Group is Reviewing the Potential Need for Changes in the RBC FactorsBy Michael L. Frank

SOA - Reinsurance Treaty Discussion Documents for Medical Business

Insurance policy or reinsurance treaty discussion documents for various catastrophic medical excess lines of business made available by the SOA Reinsurance Section Council.

SOA - Longevity Risk Quantification and Management: A Review of Relevant literature

The Committee on Life Insurance Research, Product Development Section, and Reinsurance Section are pleased to make this report available. Performed by the Ernst & Young team of Thomas Crawford, Richard de Haan and Chad Runchey, this research reviewed literature on longevity risk. The paper summarizes results and addresses topics including the emergence and quantification of longevity risk; current and future risk management techniques; and products currently in the market that are exposed to longevity risk. The appendices include a summary of each paper reviewed for the study.

2006 Individual Life and Annuity Expense Study

This report presents the results of a survey conducted by the Society of Actuaries Mortality and Underwriting Survey Committee in July of 2008.

2004–05 U.S. Individual Life Persistency Update

This report presents the results of the most recent study of individual life insurance lapse experience in the United States conducted jointly by LIMRA International and the Society of Actuaries (SOA). The observation period for the study is calendar years 2004–05. The study is based on data provided by 34 individual life insurance writers and it presents lapse experience for whole life, term life, universal life and variable universal life plans issued between 1901 and 2005. This report includes results for most key policy and product factors.

2Q 2009 ING Reinsurance Disability Forum

  • Disabled by Illness, Injury, or the Economy
  • Disability Reserve Adequacy: Why So Messy?
  • Re-assessment of Inherent Conflict of Interest and Bias in the Claims Review Process: Practical Insights from the Supreme Court Decision in MetLife v. Glenn
  • Research Update 2nd Quarter 2009
  • Upcoming Disability Insurance Meetings

QuickStats: Motor-Vehicle Traffic and Poisoning Death Rates, by Age -- US, 2005-2006

From the CDC's MMWR.

International Experience Study

The International Experience Survey (IES) is a pilot study being sponsored by the International Section to provide actuaries with practical information on experience in emerging and other markets outside of the United States and Canada. A working group has been established to define the project, variables and countries to be studied, review the research results and methodology and report its findings to the membership. The IES report is continuously updated as new information becomes available.

Will Fuzzy Accounting Changes Have Big Impact On Insurance IT?

In case you haven’t heard, there’s a big change in accounting standards getting ready to take place. Around about 2014, there will be “a single set of high-quality, understandable and International Financial Reporting Standards (IFRS) for general purpose financial statements.”

Risk Selection: Considering New Mortality Markers

While life insurers continue to reflect mortality improvements in their pricing, it is uncertain how much of the improvements can be attributed to better underwriting information and processes and how much to general mortality improvements in the insured population. Dave Dorans, Vice President of Mortality Solutions, discusses life insurance underwriting with Tia Goss Sawhney, owner of TSStrategic Consulting, LLC.

Over-Using Life Expectancy

This is the second part of a series on the uses and misuses of mortality metrics. Life table construction is beyond the scope of this article, but the reader will need some familiarity with life tables in order to understand the issues. See this related document which illustrates life table construction and the calculation of life expectancy.

Lapse Rates: Focus of More Attention

Lapse rates play an important role in the profitability of a guaranteed level premium term insurance portfolio. A new study from Transamerica Reinsurance shows that the downward trend in early duration term lapse rates that the industry has been experiencing since the turn of the millennium is continuing unabated.

Preparing for the Low Interest Rate Scenario

A wise actuary told me that we spend much more time on risks that we understand than on risks we’re not comfortable with. For example, actuaries spend hours calculating mortality and lapse rates, but we typically treat interest rates as a “standard assumption.” After all, interest rates are environmental factors outside of our control and difficult to predict.

Term Life Pricing and Design: A New Day?

Life insurers have been taking small steps to address the performance of their term life portfolios for the past few years. They have been tightening underwriting guidelines, raising rates in specific pricing cells and, more recently, increasing policy fees. But as a whole, they have avoided the big steps that would signal an end to the era of cheap term life insurance. Not anymore, it seems. Recent rate increases suggest the beginning of a new era for term life. This article looks at some of the driving forces behind the movement.

Actuaries Urge Need for Risk Management and Continuity Planning With H1N1 Pandemic

With the H1N1 flu spreading globally, the World Health Organization (WHO) has declared it a pandemic. This marks the first global flu epidemic in 41 years with reports of the flu coming from Mexico, U.S., Australia and many more locations. In response to this development, members from the Society of Actuaries (SOA) are advising businesses to revisit and/or create business continuity and preparedness plans.

Insurance-Linked Securities Reaching Critical Mass

Despite the financial crisis, the ILS market has more than held its own and appears poised for further growth, says Towers-Perrin.

A Modern Approach to Group Risk Pricing and Credibility

The current economic crisis is challenging life insurers to look closely at all of the products in their portfolio and make adjustments as necessary. While much of the focus is on variable annuities and universal life with secondary guarantees, the performance of term life is also affected by market upheaval.

In this issue of The Forecaster, Jim McArdle, Senior Vice President of Sales and Marketing at Transamerica Rinsurance, discusses the impact of current market conditions on term life insurance with Keith Dall, Principal at Milliman, Inc. Keith sees companies responding in a variety of ways – looking for new financing solutions, tightening underwriting guidelines, monitoring products and rates more closely and more.

Longevity Derivatives

Presentation at Institute of Actuaries of Australia Biennial Convention 2009.

Stochastic Solvency Testing in Life Insurance

Paper presented to the Institute of Actuaries of Australia
2009 Biennial Convention.

Rebalancing Revisited

Paper presented to the Institute of Actuaries of Australia
2009 Biennial Convention.

An Investigation of Life Insurer Efficiency in Canada

Paper prepared for the Institute of Actuaries of Australia’s (Institute) 4th Financial Services Forum 2008.

Get The Mortality Accurate - Core Protection Products - Life and Health Insurance News

The insurance industry is in the business of controlling threats to life. It has invented new mortality gadgets, and now it needs to control them properly despite today’s tough times.

AG CCC Causes Rethink on ROP Term

Like so many aspects of the life insurance business, manufacturing return of premium (ROP) term just became more complicated. Actuarial Guideline CCC (AG CCC) is already effective for new policy forms and starting in 2010 affects all contracts. The guideline treats ROP by rider the same as ROP as an integrated benefit and provides guidance for the calculation of cash values (CVs). These changes, among others, will impact the design, pricing, ROP pattern and administration of ROP products going forward.

Mis-Measures of Mortality

This article is the first of a two-part series by Transamerica Reinsurance Vice President, Medical Research and Development, David Wesley, on relative survival, life expectancy and expected mortality, with this section discussing relative survival and how it is misused. For tips on using SEER*Stat and examples of alternatives, please see the article's supplement.

The SOA Mortality Model – Putting It to the Test

As part of the recently released 2008 VBT mortality tables, the Society of Actuaries introduced a theoretical model of the mortality continuum for the insurable population. The model’s spectrum extends from the very best super-preferred risks to those who barely qualify for a residual-standard class. Also included in the theory are underlying distributions for each distinct level of mortality. So how does the SOA model hold up to real world empirical data? Transamerica Reinsurance’s mortality experience database provides an ideal vehicle for putting the theory to the test.

The Effect of the Contestable Period on Experience Analysis

In developing mortality rates, actuaries smoothly increase rates by age and duration. We accept that some anomalies appear in the early adult years; however, for the majority of issue ages, we have a rather strong notion of the shape of the mortality curve. As a result we build experience studies using smooth expected mortality rates that consequently reduce volatility.

This result is intuitive and may be correct. However, it may not be the best basis on which to set expected mortality.

SOA - 2008 Enterprise Risk Management Symposium

This monograph contains papers submitted and presented at the 2008 Enterprise Risk Management Symposium held April 14-16, 2008 in Chicago. It also includes additional research papers that were submitted and accepted for the 2008 ERM Symposium Call for Papers, but not presented. This was the third year in which a call for papers was issued in conjunction with the Symposium. The call for papers continues to showcase the latest in ERM thinking as well as present advances made in this arena.

SOA - 2008 Valuation Basic Table (VBT) Report & Tables

The VBT Team has completed their work on the 2008 VBT. The report below details this work and the values can be found in the accompanying appendices.

SOA - Preneed Insurance Mortality Study Report

The SOA's Preneed Experience Team is pleased to make available the following report by the Deloitte–UConn Actuarial Center examining preneed life insurance mortality experience. The report has been revised since its initial release to correct an error discovered in the Preneed Insurance Male Mortality Table per 1000. An Excel Spreadsheet of the Mortality Table shown in the report is also provided.

Solvency II: A competitive advantage for European insurers?

Despite the fact Solvency II in its current form will apply only to the European Union, North American insurers are encouraged to pay attention to the factors underlying its development. If, as anticipated, Solvency II leads to markedly lower capital charges for EU-based companies, then the Europeans will have a significant competitive advantage over North American companies.

The Older Age Insurance Market: Cognitive Function Mortality Results

Presentation by Transamerica Reinsurance's David Wylde at the 2009 MUD Group meeting.

Older Age Mortality Selection and Pricing

Presentation by Transamerica Reinsurance's David Wylde at the 2009 MUD Group meeting.

Mortality: To Die or Not to Die

Presentation by Rick Bergstrom and Anna Hart at the 2009 MUD Group meeting.

ACLI Life Reinsurance Treaty Sourcebook

The Life Reinsurance Treaty Sourcebook is a unique reference tool developed by experts from life insurers and life reinsurers, to assist the industry with the building blocks of life reinsurance contracts. It offers sample contract terms and exhibits together with options and discussion points, a glossary of reinsurance terminology, and a statutory reference table of pertinent state laws and regulations.

Get The Mortality Accurate

The insurance industry is in the business of controlling threats to life. It has invented new mortality gadgets, and now it needs to control them properly despite today’s tough times.

ACLI Life Insurers Fact Book 2008

The 2008 Fact Book provides statistics and information on trends in the life insurance industry. Specific topics covered include assets, liabilities, income, expenditures, reinsurance, life insurance, and annuities.

Insurance-Linked Securities Reaching Critical Mass

Despite the financial crisis, the ILS market has more than held its own and appears poised for further growth. This Towers-Perrin article appears in the 2009/1 issue of Emphasis.

Life insurers' £137bn debt pile revealed

The full extent of the exposure of British life assurers to the plummeting corporate bond market was revealed last night when industry expert Ned Cazalet said the sector had invested around £137bn in such debt, with roughly two-thirds of it in banks and financial companies.

Insurance Banana Skins 2009

PricewaterhouseCoopers shares research conducted by the Centre for the Study of Financial Innovation (CSFI). It questions insurers on three areas: current risks, future trends, and their preparedness to respond to the risk environment. With 403 insurers and industry observers responding from 39 countries at a difficult time for financial services, they see significant change in how risks are perceived and prioritised.

ReFocus: Enterprise Risk Management for Life Insurers and Reinsurers

Presentation at ReFocus 2009.

Better, Stronger, Faster—Life Insurers Confront Product Development

Elaine Tumicki writes in Product Matters, the newsletter of the Society of Actuaries' Product Development section: With new life insurance products and features coming out at a break-neck pace over the last several years, life insurers may have felt like they were on a treadmill, with the speed slowly but steadily increasing. The growing reliance on independent distribution requires companies to stay ahead of —or at least keep up with—their competitors if they want to stay on the shelf. Improving speed-to-market has become a key component of life company strategy. What have companies been doing to address this ever-increasing challenge?

Capturing opportunities in a period of transition: How multinational insurers can compete in China

After rapid growth in recent years, the insurance industry in China is pausing to catch its breath. Mei Dong, Wendy Lai, and Xiaokai Shi describe the changes in the industry, at regulators, and in the Chinese workforce, and suggest how foreign insurers can meet the challenges and take advantage of the opportunities in this time of transition.

Universal life/Indexed universal life issues

Universal life and indexed universal life continue to be key areas of interest in the life insurance market today. Milliman, Inc. conducted its second annual comprehensive survey aimed at addressing UL/IUL issues. Survey topics were determined based on input from Milliman consultants, as well as participants in the 2007 UL/IUL survey.

2008 Ordinary life overhead expense study

The object of these annual Milliman studies is to estimate overhead expense for the ordinary life line of business. Using information available from statutory annual statements (insurance issued and in force) as well as unit expense factors developed for these studies, variable expense for policy issue and maintenance was imputed for each company. Overhead expense was defined as the excess of general insurance expense over the imputed variable expense.

Internal Models: AProject Approach to Solvency II Compliance

Milliman white paper.

SCOR: From Principle Based Risk Management to Solvency Requirements

In the book “From Principle-based Risk Management to Solvency Requirements", SCOR specialists describe over five hundred pages how the company models risks according to the requirements of the Swiss Solvency Test (SST), which is based on concepts very similar to the ones set forth by Solvency II.

Beyond the regulatory requirements, the understanding of the concepts involved as well as the results of the comprehensive risk modelling process are essential in all sectors and are vital to the development of a coherent Enterprise Risk Management (ERM) process.

Improving Prescription Drug Risk Assessment Tools

Assessment tools that assign risk scores to insureds—or potential insureds—based on their prescription histories are increasingly used by actuaries and others within health insurance organizations to assess future health risk.

Scenario Analysis In Insurance: Swiss Re Sigma

Insurers are increasingly using scenario analysis to evaluate multiple risks, but the industry could do more to fully exploit state-of-the-art approaches, according to Swiss Re’s new sigma study.

The Financial Crisis and Life Insurance

The downturn affecting the financial markets is having a significant impact on the life insurance industry. Glenn Cunningham, Executive Vice President of Life Reinsurance, discussed the ramifications with Robert Klein, Associate Professor of Risk Management and Insurance and Director of the Center for Risk Management and Insurance Research at Georgia State University. Dr. Klein believes that unprecedented events have exposed regulatory and reporting weaknesses. However, he stresses that prudent regulation should not interfere with how companies respond to customer needs, and that greater transparency should be the goal of any reform.

Lapse Effects on Level Premium

When level premium term insurance first became popular, the industry recognized two long-term risk factors – mortality and persistency. Life insurers understand mortality.

Lapses, however, driven by policyholder behavior, are more uncertain and can impact profitability throughout the life of the policy. If lapses are too high in the early years of the level term period, profitability will be reduced due to the smaller premium flow available to amortize issue expenses. If lapses in later durations are too low, there is less reserve released than expected.

Term Sales During Economic Downturns

A review of life insurance sales statistics and selected U.S. Census data offer interesting information on the relationship between macroeconomic changes and demand for term life insurance. LIMRA’s annual U.S. Individual Life Insurance Sales Trends and demographic trends from the U.S. Bureau of the Census suggest that term sales recover relatively quickly following an economic downturn.

Longer Life Expectancy Projections Shaking Up Settlement Business

Changes to estimates could be more than 20% in some cases: As if facing a worldwide economic crisis weren’t enough, life settlement investors have found out in recent months that insureds are going to live longer than was previously thought.

Valuation methods for life insurers: Conversion or chaos?

Milliman experts reveal the status of newly developed valuation bases applicable to IFRS 4 phase II, MCEV principles, and Solvency II, and help insurers maintain consistency among these various methods of risk reporting.

Managing Longevity Risk

During the end of 2007 and early 2008, KPMG’s Life Actuarial Practice conducted a survey to investigate life insurance company and annuity provider perspectives on the importance of longevity risk to their operations and possible practices for understanding and mitigating such risk.

Some Changes to U.S. Insurer Rules Get Nod

A group in the United States working for state insurance regulators has green-lighted several proposals submitted by the life-insurance industry in recent weeks aimed at lowering insurers' capital and reserve requirements, the Wall Street Journal reports.

Pandemic: Managing Mortality Risk

Could tapping into capital markets in the form of extreme-mortality bonds help to immunize the insurance industry against catastrophic risk?

Hedging programs save insurers $40 billion during economic crisis

During the volatile months of September and October, the hedging programs developed to protect variable annuities (VAs) with guarantees were, based on an internal study, 93% effective, saving an estimated $40 billion in industry-wide assets for the insurance companies that write these products.

The Longevity Revolution: The Benefits and Challenges of Living a Long Life

Review of Robert N. Butler, M.D.'s book by Heather Jerbi in Contingencies.

Building Smart Internal Models

A U.K. life insurer improved its risk and financial management capabilities with the help of more sophisticated models based on a replicating portfolio of its liabilities.

Children's Critical Illness (Gen Re: Risk Matters)

Explores the difficulties in analysing and handling Child CI claims and look at how providers generally manage their risks via benefit design.

Mortality Assumptions: Where Are We Going?

In today’s competitive term life insurance market, direct writers are revisiting their list of pricing assumptions to develop more accurate forecasts of future performance. The mortality improvement assumption is one that is under close scrutiny.

Importance of Pricing Discipline in Current Economic Environment

The life insurance industry continues to face pressures to deliver cheaper products and more services. These pressures come from several sources, including heightened competition from overcapacity in the marketplace, the demands of independent distribution channels and, not the least, expectations on Wall Street for ever growing revenues, says Transamerica Reinsurance President Paul Rutledge.

Growing Challenge of Obesity in the Insurance Industry

This paper highlights the menace of overweight and obesity which are on the rise. Health care systems and insurance industries are directly affected. Liability claims are on waiting. The food related damage claims are costly. Insurers are therefore driven to find a solution: classify overweight and obesity as a group, adjust their premium to reflect the cost, and justify the classification and the adjustments.

Underwriting Cycle and Ruin Probability

This paper presents a model for analyzing the impact of underwriting cycles on an insurer’s surplus. The model allows the insurer to vary its security loading in response to the cycles, with a strategy parameter that indicates the extent to which the insurer follows the loading which prevails in the market. The insurer’s claim rate is also allowed to vary to reflect exposure changes that result from the insurer’s strategy.

The Post-Millennial Metamorphosis in Life Underwriting

Major changes in screening protocols are necessary if life insurance is going to remain a player in the financial services revolution, say Hank George and Tia Sawhney in this Contingencies piece.

Individual Life Experience Study Results

Presentation at the SOA Annual Meeting & Exhibit, October 2008.

Securitizations and Reinsurance–How They Apply to LTC

Presentation from SOA Annual Meeting in Orlando, October 2008.

LTC Claims Management of the Future

Presentation at the SOA Annual Meeting & Exhibit, October 2008.

Pricing Health Coverage

Presentation at the SOA Annual Meeting & Exhibit, October 2008.

Aging Population: Opportunities and Risks

Presentation from SOA Annual Meeting in Orlando, October 2008.

Group Life–Underwriting and Experience Rating Considerations Workshop

Presentation from SOA Annual Meeting in Orlando, October 2008.

The Fundamentals and Practical Considerations of Life Insurance Company Expenses–A Teaching Session

Presentation at the SOA Annual Meeting & Exhibit, October 2008.

Future Threats to Mortality Improvement: Opposing Views

Presentation from SOA Annual Meeting in Orlando, October 2008.

Catastrophic Mortality Risk and the Smaller Insurance Company

Article in Small Talk, the newsletter of the SOA's Smaller Insurance Company Section.

Follow-up: Comfort Food for an Actuary: Cognitive Testing in Underwriting the Elderly

A follow-up to the article originally published in the May 2006 edition of Product Matters!, the newsletter of the SOA Product Development Section.

Pricing and Underwriting of New Combination Products—Will We Get It Right?

The Pension Protection Act of 2006 includes some important tax rules affecting combination plans that feature life or annuity plans coupled with long-term care insurance (LTCI). Many of these rules will become effective Jan. 1, 2010. In some cases, the rules will be applicable to policies on the books prior to that time. Among the benefits resulting from these new rules, the most notable would seem to be the clarification of tax treatment of annuity/LTCI combination products.

SOA Reinsurance Section August '08 Newsletter

  • Life Reinsurance Data From The Munich American Survey
  • Longevity: Mortality Improvement
  • Solvency II—What It Means For Reinsurers
  • Limited Medical Benefit Plans—What Insurance Companies, Employers And Reinsurers Need To Know
  • Update In The Employer Stop Loss Medical Insurance Market
  • Reinsurance Execs Predict Capital Channels Will Blur
  • STOLI Poses Danger To Industry, Reinsurers Warned

...and more.

Gen Re Risk Matters: Children's Critical Illness Benefit

Explores the difficulties in analysing and handling Child CI claims and looks at how providers generally manage their risks via benefit design.

Principles-Based Reserves What’s the (Big) Deal?

Chris Hause, FSA attempts to put the whole Principles-Based Reserve project into perspective for non-actuaries and actuaries who have been ignoring the whole thing, hoping it will all go away.

A Healthy Future? Risks and Opportunities Facing the Health Discipline

A discussion of the risks and opportunities that face the health discipline.

Highlights from the 2008 Living to 100 Symposium

Changes in longevity, biological perspectives, mortality trends and more.

Reaching Out for Change

An actuary uses his skills and develops some new tones to put a face on racial disparities in his hometown.

Life, Liberty, Longevity

The 20th century saw unprecedented advances in longevity, but alarms are sounding with regard to health care costs.

Pulling Together on PBA

Here's the latest information on principle–based approach from those in the know.

Experts Ponder Implications of Longer Life Spans

Ronora Stryker writing in "The Actuary" Magazine.

A Layman's Guide to Corporate-Owned Life Insurance

Paper by Rick Schurr, ASA, MAAA at the SOA Actuarial Practice Forum.

Life Reinsurance Pricing

PartnerRe on Longevity Risk, The Longevity Bond.

http://www.partnerre.com/App_Assets/Public/ec5c4fb2-97ac-465e-9dac-85fa0...

Coinsurance: A Reliable Alternative

Despite current conditions in the financial markets, the convergence of insurance and capital markets will proceed because, quite simply, there’s no stopping an idea whose time has come. Nevertheless, life insurers are still learning about the dynamics of the capital markets as well as the benefits and limitations of this source of funding, especially for redundant AXXX/XXX reserves., says Glenn Cunningham, Executive Vice President, Life Reinsurance at Transamerica Reinsurance.

http://www.transamericareinsurance.com/Media/media_associateArticle.aspx...

Insurers On Alert: Seven Core Challenges Life Insurance Executives Must Address

The competition for baby boomers' investment dollars is just one of the major issues facing life insurers. Other pressing concerns include Solvency II, fair-value reporting, and more effective risk management.

Emphasis: Price Optimization for Innovative Insurers - Thought Leadership - Towers Perrin

In today's marketplace, product pricing and responding to competitive forces are widely recognized as the most important challenges facing personal lines insurers. Price optimization approaches, which balance profit and sales volume while applying customer behavior and competitive analysis, are now being used by the financial services industry for long-term value creation — and becoming increasingly relevant to personal lines insurance.

http://www.towersperrin.com/tp/showdctmdoc.jsp?url=master_brand_2/global...

Emphasis: A Principles-Based Reserves and Capital Standard II - Thought Leadership - Towers Perrin

The move toward a principles-based approach (PBA) for determining reserves and regulatory minimum capital for life and variable annuity business continues in the U.S. The PBA framework being developed by the National Association of Insurance Commissioners (NAIC) will replace the existing formula-based approach with a stochastic model-based methodology (see Emphasis 2006/3, 'A Principles-Based Reserve and Capital Standard').

http://www.towersperrin.com/tp/showdctmdoc.jsp?url=master_brand_2/global...

Emphasis: Measuring Insurer Exposure to the Credit Crisis - Thought Leadership - Towers Perrin

Efforts to estimate year-end insurer liabilities reveal a lot about exposure to the current credit crisis and the steps needed to fully address emerging exposures.

http://www.towersperrin.com/tp/showdctmdoc.jsp?country=global&url=Master...

An Actuary Weighs the Candidates’ Health Reform Proposals

The latest issue of Contingencies presents a look at the healthcare proposals of Barack Obama and John McCain. This piece focuses on a few aspects of the candidates' plans.

Could Expanding Longevity Delay Disease?

Some researchers now believe that certain diseases can be postponed simply by slowing down the aging process, says this piece in Contingencies.

Develop Claimant-Specific Disabled Life Reserves with Predictive Modeling

Think back – do you remember at least one quarter where your company’s financial results were well below plan as a result of far more than expected new LTD claims? Do you also remember when, a couple of quarters later, the financial results were excellent, as many of these new claims terminated when they had proved to be not very severe?

SOA - 2008 Valuation Basic Table (VBT) Report & Tables

The VBT Team has completed their work on the 2008 VBT. The report below details this work and the values can be found in the accompanying appendices.

http://www.soa.org/research/individual-life/2008-vbt-report-tables.aspx

New Persistency Study Shows Lapse Rates Have Generally Declined

Overall lapse rates for whole life plans were down in 2003 and 2004, according to a joint study sponsored by LIMRA International, Windsor, Conn., and the Society of Actuaries, Schaumburg, Ill. (link updated)

Living to 100: Survival to Advanced Ages International Symposium

Handouts from the Living to 100: Survival to Advanced Ages International Symposium for sessions such as:

  • Distinguishing Health Status For Advanced Ages - Faye S. Albert, John M. Bragg, James C. Brooks, Dr. Bob Gleeson, Steven K. Holland, Ashely Thomas
  • Demographic Implications of Aging Populations Internationally - Robert L. Brown, Roberto Ham–Chande, Steven G. Prus, N. V. Subramanyan
  • Quality of Life of Elderly - Beverly J. Orth, Anna M. Rappaport,Eric Stallard

2008 Life Spring Meeting Presentation Handouts

Handouts from various sessions at the SOA Life 2008 Spring Meeting and joint day with the CIA, CAS, and IAA Life Section, held in June 2008 in Quebec, Canada.

A.M. Best U.S. Life Reinsurance – Market Review: Consolidation Brings Rational Pricing but Greater Competition

There has been a period of major change in the reinsurance landscape including the demise of Annuity and Life Re and the elimination of a number of companies with weaker franchises or lack of commitment to the market. As recently as 2000, the life reinsurance market included Lincoln National, American United Life, ING Re, Allianz and Employers Re—all of which either have exited the life reinsurance market, says Stephen Irwin writing in the SOA's Reinsurance News.

An Introduction to the Financial Reinsurance Marketplace

Non-traditional reinsurance, financial reinsurance (or whatever you want to call it

Is There Life in Longevity Insurance?

Making the case for what is currently referred to as longevity insurance. In its purest form, such insurance would be purchased with a single premium payment at the time of retirement.

Borrowing Trouble - Are Those Who Don't Study the Future Condemned to Falter in It?

Actuaries are among the few people in this confusing world who actually relish confusion. They want to make sense of trends, reversals, discontinuities, and the like. But will the mother of all discontinuities, looming in a recess just over the horizon, cause past trends to be irrelevant, the reversals to be minor blips, and the discontinuities to become the new norm?

Financial Disasters and the Creation of Risk Pools

Risk pools contribute to the stability of modern society by providing ways for individuals to deal with many types of financial disaster. The numbers and statistical distributions that actuaries work with represent real people. Participants in the public and private risk pools that we help to design and manage are often unaware of our presence behind the scenes. (In fact, their eyes glaze over when we try to tell them what we do.) But whether they know it or not, they depend on us.

Can Exceptional Longevity Be Predicted?

This Contingencies article says that from an actuarial point of view, it might be interesting to know whether it’s possible to predict the likelihood of a person living to 100 and beyond based on general personal data taken at some point in young adulthood.

Push Pandemic Out of Insurance - Capital Markets Provide Necessary Depth (Guy Carpenter Securities Briefing)

Life carriers struggle with the notion of hedging pandemic risk. If an outbreak does occur, the process for estimating losses and determining reserves is unclear. Capital approaches do not consider probabilistic tail scenario risks. Quite simply, managing pandemic risk is an effort mired in doubt, though the potential for a devastating, multibillion dollar, worldwide outbreak is real. Traditional risk transfer tools have only limited utility in covering pandemic exposure. However, the depth and flexibility of capital markets may provide a robust alternative to traditional reinsurance.

Effective Data Governance Strategies for Actuaries

http://www.ey.com/Publication/vwLUAssets/Actuarial_Transformation_Roundable_Report/$FILE/Actuarial_Transformation_Roundtable_Report.pdf

PricewaterhouseCoopers ERM in the insurance industry: Global study

Enterprise risk management has reached a critical juncture as the demands of regulators, rating agencies and a more volatile market environment heighten the pressure on insurers to put risk considerations at the heart of their strategy and operations. Ever focused on risk and supporting insurers, PricewaterhouseCoopers has once more committed to a detailed exploration of risk in relation to insurers."

Issues and measures for predictive modeling of medical cost

A Milliman actuary, along with two colleagues, developed a predictive model using 2007 medical costs and independent variables in addition to age and gender. Drawing on their experience, this paper discusses some new approaches to addressing the issues that researchers face when trying to model medical costs using regression analysis.

Milliman - Will Guaranteed Life Remain As Is? That’s Not Guaranteed

Guaranteed life products have been driving the industry for several years; however, mounting industry pressures may lead to a reversal of prior trends.

Milliman: Proposed guideline could change ROP term

With ROP term gaining popularity, the Interstate Insurance Product Regulation Commission (Interstate Compact) began to set up filing guidelines to assist in expediting approval of this type of product.

The thirty-one states participating in the Interstate Compact (as of July 1, 2008) agree on the required guidelines for approving any product filing. The group setting up the ROP guidelines has been meeting throughout 2008, and has come to their initial recommendation.

Preparing for Principles-Based Capital

As the industry moves towards a principles-based approach to valuation, many life insurers have focused on its potential effect on reserves. However, work is currently underway to apply similar principles to required capital, with similar expected results. But whereas plans for principles-based reserves will initially apply to new business only, proposals for principles-based capital (PBC) are currently targeting both new and inforce business.

Credibility Analysis for Mortality Experience Studies, Part 1 of 3

The bane of pricing actuaries is thier desire for more and more data in a preferred risk environment that is designed to produce fewer and fewer deaths. Previous mortality experience can be a reliable indicator of the future performance as long as one understands the potential variability in these future results. To that end, David N.

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