Low interest rates the new normal?

Size: px
Start display at page:

Download "Low interest rates the new normal?"

Transcription

1 Low interest rates the new normal? Actuarial Club of Southwest and Southeastern Actuaries Conference Francisco Orduña, FSA, MAAA Marshall Lin, FSA, MAAA, CFA 17 November 2016 The better the question. The better the answer. The better the world works.

2 Ernst & Young LLP disclaimer The views expressed by the presenters are not necessarily those of Ernst & Young LLP. This material has been prepared for general informational purposes only and is not intended to be relied upon as accounting, tax or other professional advice. Please refer to your advisors for specific advice. Page 1

3 Key questions What is the current interest rate environment and its outlook in the United States? How do low interest rates impact the life insurance industry? What are the common interest rate assumptions adopted by life insurers? How do commonly used economic scenario generators (ESGs) cope with the current low interest rate environment, and what are their limitations? What alternatives can practitioners explore? Page 2

4 Historical perspective of US interest rates The current environment, with near-zero, short-term rates since 2009, is unprecedented in the history of US interest rates. 18 Federal funds effective overnight rate (%) Fed rate increase soft landing Fed tightening OC bankruptcy QE1 Nov 2008 QE3 Nov Source: Board of Governors of the Federal Reserve System QE2 Nov 2010 Page 3

5 Low interest rate environment Factors influencing interest rates: Equilibrium, market expectation Inflation expectation Central bank s monetary policy Current environment: Monetary policy, quantitative easing Conditions in the global economy Deflationary concerns Other headwinds, such as low oil prices How long do we expect the rates to remain low? US Treasury securities 10-year constant maturity rates (%) Source: Board of Governors of the Federal Reserve System Page 4

6 Comparison to global economic market These global factors also influence interest rates: Integration and harmonization of global markets Central bank influence Currency consideration: no arbitrage Narrowed spread post-2014 Page 5

7 Negative interest rates in global markets Bond duration Switzerland Germany Negative Positive Japan Sweden Netherlands France Spain Italy United Kingdom United States * Source: quartz.com, as of July 6, 2016 The Federal Reserve is now requiring systematically important financial institutions (SIFIs) to use negative short-term interest rates in stress testing. Page 6

8 Jun 07 Dec 07 Jun 08 Dec 08 Jun 09 Dec 09 Jun 10 Dec 10 Jun 11 Dec 11 Jun 12 Dec 12 Jun 13 Dec 13 Jun 14 Dec 14 Credit Spread Interest rates since the financial crisis Long-term interest rates declined with 10-year Treasury rate just under 2.3%. The yield curve continued to be positively sloped with some steepening around the 5-year tenor. 5.00% 4.50% 4.00% 3.50% 3.00% 2.50% 2.00% 1.50% 1.00% 0.50% 0.00% The A and BBB credit spreads have since stabilized post the financial crisis. This, combined with the low Treasury rates, means yields have stayed low for these asset classes insurance companies typically invest in. Implied credit spread - A-rated Additional spread for BBB-rated bond over A-rated Page 7

9 Life insurers main perceived economic risks Prolonged low interest rates and a rapid increase in interest rates are among the top three challenges identified by surveyed companies. Prolonged low interest rates Adverse equity market movements Rapid increase in interest rates Widening credit spreads Other Source: EY proprietary survey Number of companies Page 8

10 US life insurance industry average portfolio rates The persistent low interest rates are hitting life insurance companies bottom line, and portfolio rates are expected to continue declining as existing assets mature and proceeds get reinvested in low yield instruments. 6.0% 5.8% 5.7% 5.6% 5.7% 5.8% Investment Yields 5.6% 5.4% 5.2% 5.4% 5.1% 5.2% 5.1% 5.0% 4.8% 4.9% 4.9% 4.8% 4.6% 4.4% 4.2% Source: EY proprietary survey 2016 Page 9

11 Rising interest rates Also a risk for life insurance products An industry survey showed the products companies considered most at risk in a rapidly rising interest rate environment. The main risks included disintermediation, products where the sales focus is on credited rates and products with asset mismatches. 90% 80% Products considered most vulnerable to an interest rate spike 79% 70% 60% 50% 53% 40% 30% 20% 10% 26% 21% 11% 0% Fixed deferred annuity Universal Life Variable annuity Whole life Variable life insurance Source: SOA July 2014, survey published in Transition to a High Interest Rate Environment Research Page 10

12 Low interest rate insurer mitigation reactions In-force management Subsidize new crediting rates with credited rates from legacy business Increase COIs, loads, or adjust the dividend scales for life products On shore captives or off shore reinsurance Restrict level of new premiums in life insurance products Trade interest rate guarantees with LTC, critical illness or death benefit riders Product development Migrate to indexed products Reduce guaranteed crediting rates Increase secondary guarantee premiums or reduce benefits in Universal Life products Reduce or eliminate return of premium (ROP) guarantees in fixed annuities Include or refine market value adjustments in fixed annuities Reconfigure commission structures to a flatter and more tail-oriented scheme Page 11

13 Long-term interest rate assumptions There is a wide range of long-term interest rate assumptions among life insurers. This range is shifting over time, as the low interest rate environment persists. 8.0% Long term interest rate assumption comparison 2013 vs % 6.0% 5.0% 4.0% 3.0% 2016 survey responses 2013 survey responses 2.0% 1.0% 0.0% Source: EY proprietary survey 2013 and 2016 Page 12

14 Path to long-term interest rates A significant number of economists and actuaries expect that interest rates to stay low in the near future. While there is a general consensus that interest rates will eventually revert to historical levels, there are significant disagreements about when and how this will happen Path to mean reversion target 7% 6% Mean reversion point 5% 4% 3% 2% 1% Current interest rate AIRG Delayed Rise Extended Low Rates 0% Projection Year Thus, stochastic models become a crucial need for companies to understand the impact of assets and liabilities across multiple interest rate paths. Page 13

15 Key features in real-world stochastic interest rate models Mean reversion: Most common real-world interest rate stochastic models assume that interest rates will revert toward a specified rate, commonly referred to as the mean reversion target. The mean reversion target is the primary driver of best estimate measures Progression of average projected yield curves Sources of uncertainty: Instantaneous changes in interest rates are modeled through a volatility parameter and the level of interest rates in the projection. Long-term changes in interest rates are primarily impacted by the mean reversion strength and the assumed volatility level. Sources of uncertainty are the primary driver of tail-based measurements. Model Vasicek Cox-Ingersoll-Ross Black-Karasinski Stochastic differential equation dr = a b r dt + σdz dr = a b r dt + σ rdz dln(r) = a b ln(r) dt + σdz t = 0 t = 1 t = 5 t = 10 t = 20 Mean-reversion Page 14

16 Economic scenario generation in the life insurance industry The Academy s Interest Rate Generator (AIRG) is the most commonly used ESG in the industry, as it can be directly used to perform principles-based reserves (AG 43) and capital (C-3 Phase I and II) calculations. ESG used for real-world interest rates Third party 25% AIRG 47% Homegrown 28% *Based on a proprietary survey of US life insurance companies Page 15

17 Regime-switching model Overview Calibrated historical interest rates to two regimes: the current low interest rate environment and the preceding historical period Historical one-year Treasury rate 15% 10% High regime Low regime 5% 0% High regime Simulates an interest rate environment similar to the period Mean reversion point (MRP) closer to historical average Interest rates move toward MRP with high volatility and low mean reversion strength Low regime Simulates interest rates based on the postfinancial crisis environment ( ) Lower MPR and stronger mean reversion strength Interest rates move around the MRP with low volatility Page 16

18 Prolonged low interest rate environment Transition probabilities can be used to reflect different views of how long we will stay in the current low interest rate environment. Using a 15% transition probability translates to an average of 6.7 years before transitioning out of the low interest rate environment. A user can increase/decrease the transition probability to reflect a particular view of how long the current low interest rate environment will persist. 5.5% Average of simulated 7-year rates 4.5% 3.5% 0.75% 2.5% 0.76% 1.5% Transition Pr Transition Pr Transition Pr. Page 17

19 Alternative ESG Regime-switching, key-rate Cox-Ingersoll-Ross model Regime-switching: uses a Markov chain process to model the transition between regimes Annual transition probability To low regime To high regime From low regime 85.0% 15.0% From high regime 2.1% 97.9% Key rate: models each spot rate on the curve individually: Advantage: increased flexibility, precision and control over desired outcomes Disadvantage: complexity and large number of parameters Alternatives: function-based models (i.e., Nelson-Siegel) Uses the Cox-Ingersoll-Ross (CIR) stochastic differential equation in each regime Calibrates the model with maximum likelihood estimates (MLE) based on historical Treasury rates Complies with the AIRG calibration criteria Page 18

20 Projected interest rates AIRG 18% AIRG 7-year rate projection 16% 14% 12% 10% Rates in 2045 AIRG 5% percentile 2.030% 50% percentile 3.799% 95% percentile 6.305% 95th percentile 75th percentile 25th percentile Historical Average 8% 6% 4% 2% 0% Page 19

21 Projected interest rates RSCIR 18% RSCIR 7-year rate projection 16% 14% 12% 10% Rates in 2045 AIRG 5% percentile 1.179% 50% percentile 4.679% 95% percentile 9.464% 95th percentile 75th percentile 25th percentile Historical Average 8% 6% 4% 2% 0% Page 20

22 Sample RSCIR scenario 10% 8% 1 year 7 year 20 year 6% Low regime High regime 4% 2% 0% Page 21

23 Cash flow testing Deterministic scenarios We built a deferred annuity (DA) model and ran cash flow testing projections. Minimum guarantees ranging from 1% to 4% We tested the deterministic NY7 scenarios in the DA model. CFT Results: 30-year projections, in millions $ NY7 Description Ending Surplus 1 Level Increasing 3,787 3 Up/Down 1,272 4 Pop Up 3,247 5 Decreasing (522) 6 Down/Up Pop Down (592) Page 22

24 Cash flow testing Stochastic scenarios Ending Surplus: 30-year projections, in millions $ VaR AIRG RSCIR 7.5% trans. pr. RSCIR 15% trans. pr. RSCIR 30% trans. pr. 50.0% 1, ,024 1, % 1, % 575 (166) (62) % 226 (430) (470) (557) 99.5% 102 (489) (693) (721) Compared to the AIRG, RSCIR produced results with: Higher probability of asset deficiency Increased tail risk Page 23

25 Worst scenarios AIRG Only 2 out of the 1,000 scenarios generated negative ending surplus. The worst scenarios are the ones with extremely high rates (20%+ 7-year rate) Scenarios where rates stay low are the next group of worst scenarios 7-year rate (%) Worst AIRG Scenarios #1 worst scenario #2 worst scenario #3 worst scenario #4 worst scenario #5 worst scenario Projection year Page 24

26 Worst scenarios RSCIR The worst scenarios under RSCIR captured the scenarios that companies considered to be the most significant risks: Prolonged low interest rates Rapid increase in interest rates at different projection periods 7-year rate (%) Worst RSCIR Scenarios #1 worst scenario #2 worst scenario #3 worst scenario #4 worst scenario #5 worst scenario Projection year Page 25

27 Takeaways Key questions What is the current interest rate environment and outlook? How do low interest rates impact the life insurance industry? What are the common interest rate assumptions adopted by life insurers? How do commonly used economic scenario generators (ESGs) cope with the current low interest rate environment, and what are their limitations? What alternatives can practitioners explore? Takeaways Interest rates have stayed low, and there is a lot of uncertainty on where the rates are headed. The exact impacts are company specific but low interest rates have generally been hurting the bottom line and forcing companies to rethink their investment strategy and value proposition. Companies often assume rates will revert to historical averages, but there is a wide range of assumptions on how exactly this will happen. Commonly used ESGs may not fully address the unique challenges presented by the current low interest rate environment. Practitioners need to understand the inherent assumptions underlying their tools and enhance their analyses with alternative tools, such as regimeswitching features. Page 26

28 Questions? We are interested in hearing your thoughts Marshall Lin Office: Francisco Orduña Office: Page 27

29 EY Assurance Tax Transactions Advisory About EY EY is a global leader in assurance, tax, transaction and advisory services. The insights and quality services we deliver help build trust and confidence in the capital markets and in economies the world over. We develop outstanding leaders who team to deliver on our promises to all of our stakeholders. In so doing, we play a critical role in building a better working world for our people, for our clients and for our communities. EY refers to the global organization, and may refer to one or more, of the member firms of Ernst & Young Global Limited, each of which is a separate legal entity. Ernst & Young Global Limited, a UK company limited by guarantee, does not provide services to clients. For more information about our organization, please visit ey.com. Ernst & Young LLP is a client-serving member firm of Ernst & Young Global Limited operating in the US Ernst & Young LLP. All Rights Reserved ED None This material has been prepared for general informational purposes only and is not intended to be relied upon as accounting, tax or other professional advice. Please refer to your advisors for specific advice. ey.com

Moderator: Nathan W. Hardiman, FSA, MAAA

Moderator: Nathan W. Hardiman, FSA, MAAA Session 50 IF, Economic Scenario Generator in a Low Interest Rate Environment Moderator: Nathan W. Hardiman, FSA, MAAA Presenters: Jean-Philippe Larochelle, FSA, CERA Marshall Lin, FSA, MAAA Francisco

More information

Principles of Scenario Planning Under Solvency II. George Tyrakis Solutions Specialist

Principles of Scenario Planning Under Solvency II. George Tyrakis Solutions Specialist Principles of Scenario Planning Under Solvency II George Tyrakis Solutions Specialist George.Tyrakis@Moodys.com Agenda» Overview of Scenarios» Parallels between Insurance and Banking» Deterministic vs.

More information

Counterparty Credit Risk Simulation

Counterparty Credit Risk Simulation Counterparty Credit Risk Simulation Alex Yang FinPricing http://www.finpricing.com Summary Counterparty Credit Risk Definition Counterparty Credit Risk Measures Monte Carlo Simulation Interest Rate Curve

More information

Session 3B: Stress Testing from Macro-environment, to Scenario to Impacts and Decision. Moderator: Dariush A. Akhtari, FSA, MAAA, FCIA

Session 3B: Stress Testing from Macro-environment, to Scenario to Impacts and Decision. Moderator: Dariush A. Akhtari, FSA, MAAA, FCIA Session 3B: Stress Testing from Macro-environment, to Scenario to Impacts and Decision Moderator: Dariush A. Akhtari, FSA, MAAA, FCIA Presenters: Ricky Power David Wicklund, FSA SOA Antitrust Disclaimer

More information

US Life Insurer Stress Testing

US Life Insurer Stress Testing US Life Insurer Stress Testing Presentation to the Office of Financial Research June 12, 2015 Nancy Bennett, MAAA, FSA, CERA John MacBain, MAAA, FSA Tom Campbell, MAAA, FSA, CERA May not be reproduced

More information

Investment Symposium March F7: Investment Implications of a Principal-Based Approach to Capital. Moderator Ross Bowen

Investment Symposium March F7: Investment Implications of a Principal-Based Approach to Capital. Moderator Ross Bowen Investment Symposium March 2010 F7: Investment Implications of a Principal-Based Approach to Capital David Wicklund Arnold Dicke Moderator Ross Bowen Investment Implications of a Principle Based Approach

More information

Strategic asset allocation: case study by Aspen Re using the internal model to change asset strategy

Strategic asset allocation: case study by Aspen Re using the internal model to change asset strategy Strategic asset allocation: case study by Aspen Re using the internal model to change asset strategy Dr Marcus Foley, Aspen Re Sam Worthington, Towers Watson 27 September 2013, Brussels 2013 Towers Watson.

More information

Estimating risk-free rates for valuations

Estimating risk-free rates for valuations Estimating risk-free rates for valuations Introduction Government bond yields are frequently used as a proxy for riskfree rates and are critical to calculating the cost of capital. Starting in 2008, significant

More information

The private long-term care (LTC) insurance industry continues

The private long-term care (LTC) insurance industry continues Long-Term Care Modeling, Part I: An Overview By Linda Chow, Jillian McCoy and Kevin Kang The private long-term care (LTC) insurance industry continues to face significant challenges with low demand and

More information

Developing a reserve range, from theory to practice. CAS Spring Meeting 22 May 2013 Vancouver, British Columbia

Developing a reserve range, from theory to practice. CAS Spring Meeting 22 May 2013 Vancouver, British Columbia Developing a reserve range, from theory to practice CAS Spring Meeting 22 May 2013 Vancouver, British Columbia Disclaimer The views expressed by presenter(s) are not necessarily those of Ernst & Young

More information

Vanguard: The yield curve inversion and what it means for investors

Vanguard: The yield curve inversion and what it means for investors Vanguard: The yield curve inversion and what it means for investors December 3, 2018 by Joseph Davis, Ph.D. of Vanguard The U.S. economy has seen a prolonged period of growth without a recession. As the

More information

Stochastic Analysis Of Long Term Multiple-Decrement Contracts

Stochastic Analysis Of Long Term Multiple-Decrement Contracts Stochastic Analysis Of Long Term Multiple-Decrement Contracts Matthew Clark, FSA, MAAA and Chad Runchey, FSA, MAAA Ernst & Young LLP January 2008 Table of Contents Executive Summary...3 Introduction...6

More information

Financial Stability (EX) Task Force

Financial Stability (EX) Task Force Financial Stability (EX) Task Force April 3, 2016 Monitoring Interest Rate Risk Low Interest Rate Study Update Larry Bruning FSA, MAAA Life Actuary NAIC 1 Low Interest Rate Study U.S. 713 Life Insurance

More information

1.1. Low yield environment

1.1. Low yield environment 1. Key developments The overall macroeconomic environment remains very challenging for the European insurance and pension sector. The yields have been further compressed and are substantially below the

More information

Credit risk management. Why it matters and how insurers can enhance their capabilities

Credit risk management. Why it matters and how insurers can enhance their capabilities Credit risk management Why it matters and how insurers can enhance their capabilities As enterprise risk management has moved up the strategic agenda for insurance executives in the years since the global

More information

ESGs: Spoilt for choice or no alternatives?

ESGs: Spoilt for choice or no alternatives? ESGs: Spoilt for choice or no alternatives? FA L K T S C H I R S C H N I T Z ( F I N M A ) 1 0 3. M i t g l i e d e r v e r s a m m l u n g S AV A F I R, 3 1. A u g u s t 2 0 1 2 Agenda 1. Why do we need

More information

Quarterly Currency Outlook

Quarterly Currency Outlook Mature Economies Quarterly Currency Outlook MarketQuant Research Writing completed on July 12, 2017 Content 1. Key elements of background for mature market currencies... 4 2. Detailed Currency Outlook...

More information

Inward investment after Brexit

Inward investment after Brexit EY s UK Attractiveness Survey Inward investment after Brexit March 2018 Contents Executive summary 1 Investor perspectives on FDI 2 Methodology 11 About EY s Attractiveness Program 12 Executive summary

More information

Modeling Report On the Stochastic Exclusion Test. Presented by the American Academy of Actuaries Modeling Subgroup of the Life Reserves Work Group

Modeling Report On the Stochastic Exclusion Test. Presented by the American Academy of Actuaries Modeling Subgroup of the Life Reserves Work Group Modeling Report On the Stochastic Exclusion Test Presented by the American Academy of Actuaries Modeling Subgroup of the Life Reserves Work Group Presented to the National Association of Insurance Commissioners

More information

Article from: Pension Section News. September 2013 Issue 81

Article from: Pension Section News. September 2013 Issue 81 Article from: Pension Section News September 2013 Issue 81 Living to 100: Insight on the Challenges and Opportunities of Longevity By Jennifer Haid Jennifer Haid, FSA, MAAA, is a Consulting Actuary with

More information

Enterprise Risk Management in the Insurance Industry

Enterprise Risk Management in the Insurance Industry Enterprise Risk Management in the Insurance Industry ERM Symposium 2007 Steve D Arcy Fellow of the Casualty Actuarial Society Professor of Finance - University of Illinois Overview Basic risk management

More information

The Term Structure and Interest Rate Dynamics Cross-Reference to CFA Institute Assigned Topic Review #35

The Term Structure and Interest Rate Dynamics Cross-Reference to CFA Institute Assigned Topic Review #35 Study Sessions 12 & 13 Topic Weight on Exam 10 20% SchweserNotes TM Reference Book 4, Pages 1 105 The Term Structure and Interest Rate Dynamics Cross-Reference to CFA Institute Assigned Topic Review #35

More information

Eurozone. EY Eurozone Forecast September 2014

Eurozone. EY Eurozone Forecast September 2014 Eurozone EY Eurozone Forecast September 214 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Latvia Luxembourg Malta Netherlands Portugal Slovakia Slovenia Spain Outlook for Slovenia

More information

Report from the American Academy of Actuaries Economic Scenario Work Group

Report from the American Academy of Actuaries Economic Scenario Work Group Report from the American Academy of Actuaries Economic Scenario Work Group Presented to the National Association of Insurance Commissioners Life and Health Actuarial Task Force Washington, DC September

More information

The Interaction of Implied Equity Volatility, Stochastic Interest, and Volatility Control Funds for Modeling Variable Products.

The Interaction of Implied Equity Volatility, Stochastic Interest, and Volatility Control Funds for Modeling Variable Products. Equity-Based Insurance Guarantees Conference Nov. 5-6, 2018 Chicago, IL The Interaction of Implied Equity Volatility, Stochastic Interest, and Volatility Control Funds for Modeling Variable Products Mark

More information

April 2014 Summary of technical specifications for QIS 1. Singapore RBC 2 Review

April 2014 Summary of technical specifications for QIS 1. Singapore RBC 2 Review April 2014 Summary of technical specifications for QIS 1 Singapore RBC 2 Review 1 Introduction The Monetary Authority of Singapore (MAS) recently issued a second consultation paper on the review of the

More information

Eurozone. EY Eurozone Forecast December 2013

Eurozone. EY Eurozone Forecast December 2013 Eurozone EY Eurozone Forecast December 213 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Luxembourg Malta Netherlands Portugal Slovakia Slovenia Spain Outlook for Germany Strong

More information

The Financial Reporter

The Financial Reporter Article from: The Financial Reporter December 2004 Issue 59 Rethinking Embedded Value: The Stochastic Modeling Revolution Carol A. Marler and Vincent Y. Tsang Carol A. Marler, FSA, MAAA, currently lives

More information

Swiss Bond Commission. How to hedge against rising inflation?

Swiss Bond Commission. How to hedge against rising inflation? Swiss Bond Commission How to hedge against rising inflation? Alexandre Bouchardy, CFA November, 2011 Slide 1/18 Inflation A brief summary of the recent history 10% 9% 8% 7% 6% 5% 4% 3% 2% 1% 0% Average

More information

Article from: Risk Management. March 2014 Issue 29

Article from: Risk Management. March 2014 Issue 29 Article from: Risk Management March 2014 Issue 29 Enterprise Risk Quantification By David Wicklund and Chad Runchey OVERVIEW Insurance is a risk-taking business. As risk managers, we must ensure that the

More information

Standardized Approach for Calculating the Solvency Buffer for Market Risk. Joint Committee of OSFI, AMF, and Assuris.

Standardized Approach for Calculating the Solvency Buffer for Market Risk. Joint Committee of OSFI, AMF, and Assuris. Standardized Approach for Calculating the Solvency Buffer for Market Risk Joint Committee of OSFI, AMF, and Assuris November 2008 DRAFT FOR COMMENT TABLE OF CONTENTS Introduction...3 Approach to Market

More information

Accounting treatment of social benefits with a view to financial reporting requirements under the future EPSAS

Accounting treatment of social benefits with a view to financial reporting requirements under the future EPSAS Accounting treatment of social benefits with a view to financial reporting requirements under the future EPSAS Issues paper presented at the EPSAS WG Meeting Rome, 22-23 November 2016 The better the question.

More information

Value chain perspectives and their increased importance under BEPS, tax policy and technological change

Value chain perspectives and their increased importance under BEPS, tax policy and technological change Value chain perspectives and their increased importance under BEPS, tax policy and technological change February 22, 2017 FOR DISCUSSION PURPOSES ONLY Disclaimer This material has been prepared for general

More information

Financial Market Analysis at mid year 2016

Financial Market Analysis at mid year 2016 Financial Market Analysis at mid year 2016 July 2016 Executive Summary Welcome to the Financial Market Analysis for insurers in Switzerland. So far, 2016 has been a challenging and rather turbulent year.

More information

Italy: fundamentals are the compass amid political twists

Italy: fundamentals are the compass amid political twists Italy: fundamentals are the compass amid political twists Eric Brard Head of Fixed Income Annalisa USARDI, CFA Senior Economist With the contribution of: Giuseppina Marinotti Investment Insights Unit The

More information

Session 76 PD, Modeling Indexed Products. Moderator: Leonid Shteyman, FSA. Presenters: Trevor D. Huseman, FSA, MAAA Leonid Shteyman, FSA

Session 76 PD, Modeling Indexed Products. Moderator: Leonid Shteyman, FSA. Presenters: Trevor D. Huseman, FSA, MAAA Leonid Shteyman, FSA Session 76 PD, Modeling Indexed Products Moderator: Leonid Shteyman, FSA Presenters: Trevor D. Huseman, FSA, MAAA Leonid Shteyman, FSA Modeling Indexed Products Trevor Huseman, FSA, MAAA Managing Director

More information

Eurozone. EY Eurozone Forecast September 2014

Eurozone. EY Eurozone Forecast September 2014 Eurozone EY Eurozone Forecast September 2014 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Latvia Luxembourg Malta Netherlands Portugal Slovakia Slovenia Spain Outlook for

More information

September 21, 2016 Bank of Japan

September 21, 2016 Bank of Japan September 21, 2016 Bank of Japan Comprehensive Assessment: Developments in Economic Activity and Prices as well as Policy Effects since the Introduction of Quantitative and Qualitative Monetary Easing

More information

Credit Risk. MFM Practitioner Module: Quantitative Risk Management. John Dodson. February 7, Credit Risk. John Dodson. Introduction.

Credit Risk. MFM Practitioner Module: Quantitative Risk Management. John Dodson. February 7, Credit Risk. John Dodson. Introduction. MFM Practitioner Module: Quantitative Risk Management February 7, 2018 The quantification of credit risk is a very difficult subject, and the state of the art (in my opinion) is covered over four chapters

More information

Managing the Uncertainty: An Approach to Private Equity Modeling

Managing the Uncertainty: An Approach to Private Equity Modeling Managing the Uncertainty: An Approach to Private Equity Modeling We propose a Monte Carlo model that enables endowments to project the distributions of asset values and unfunded liability levels for the

More information

Eurozone. EY Eurozone Forecast March 2015

Eurozone. EY Eurozone Forecast March 2015 Eurozone EY Eurozone Forecast March 2015 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Latvia Lithuania Luxembourg Malta Netherlands Slovakia Slovenia Spain Outlook for Modest

More information

Stochastic Modelling: The power behind effective financial planning. Better Outcomes For All. Good for the consumer. Good for the Industry.

Stochastic Modelling: The power behind effective financial planning. Better Outcomes For All. Good for the consumer. Good for the Industry. Stochastic Modelling: The power behind effective financial planning Better Outcomes For All Good for the consumer. Good for the Industry. Introduction This document aims to explain what stochastic modelling

More information

FIXED INCOME PERSPECTIVES

FIXED INCOME PERSPECTIVES MAY 2018 FIXED INCOME PERSPECTIVES Doug Drabik, Senior Strategist, Fixed Income Yield Curve v At first glimpse, it would appear that the month of May had little rate movement. Inside of two years, interest

More information

Quantitative Finance Investment Advanced Exam

Quantitative Finance Investment Advanced Exam Quantitative Finance Investment Advanced Exam Important Exam Information: Exam Registration Order Study Notes Introductory Study Note Case Study Past Exams Updates Formula Package Table Candidates may

More information

Development of New Prescribed Interest Rate Scenarios for CALM Valuations

Development of New Prescribed Interest Rate Scenarios for CALM Valuations Research Paper Development of New Prescribed Interest Rate Scenarios for CALM Valuations Committee on Life Insurance Financial Reporting October 2014 Document 214109 Ce document est disponible en français

More information

Eurozone. EY Eurozone Forecast June 2014

Eurozone. EY Eurozone Forecast June 2014 Eurozone EY Eurozone Forecast June 2014 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Latvia Luxembourg Malta Netherlands Slovakia Slovenia Spain Outlook for exits bailout,

More information

UK issues position paper update on corporate tax and the digital economy

UK issues position paper update on corporate tax and the digital economy 14 March 2018 Global Tax Alert UK issues position paper update on corporate tax and the digital economy EY Global Tax Alert Library Access both online and pdf versions of all EY Global Tax Alerts. Copy

More information

Eurozone. EY Eurozone Forecast March 2015

Eurozone. EY Eurozone Forecast March 2015 Eurozone EY Eurozone Forecast March 2015 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Latvia Lithuania Luxembourg Netherlands Portugal Slovakia Slovenia Spain Outlook for

More information

Session 3B, Stochastic Investment Planning. Presenters: Paul Manson, CFA. SOA Antitrust Disclaimer SOA Presentation Disclaimer

Session 3B, Stochastic Investment Planning. Presenters: Paul Manson, CFA. SOA Antitrust Disclaimer SOA Presentation Disclaimer Session 3B, Stochastic Investment Planning Presenters: Paul Manson, CFA SOA Antitrust Disclaimer SOA Presentation Disclaimer The 8 th SOA Asia Pacific Annual Symposium 24 May 2018 Stochastic Investment

More information

Economic Capital: Recent Market Trends and Best Practices for Implementation

Economic Capital: Recent Market Trends and Best Practices for Implementation 1 Economic Capital: Recent Market Trends and Best Practices for Implementation 7-11 September 2009 Hubert Mueller 2 Overview Recent Market Trends Implementation Issues Economic Capital (EC) Aggregation

More information

Session 61 L, Economic Scenario Generators: Risk-Neutral and Real-World Considerations from an Investment Perspective

Session 61 L, Economic Scenario Generators: Risk-Neutral and Real-World Considerations from an Investment Perspective Session 61 L, Economic Scenario Generators: Risk-Neutral and Real-World Considerations from an Investment Perspective Moderator: Ryan Joel Stowe, FSA, MAAA Presenter: Jinsung Yoo, FSA, Ph.D. Session 61:

More information

Eurozone. EY Eurozone Forecast September 2013

Eurozone. EY Eurozone Forecast September 2013 Eurozone EY Eurozone Forecast September 213 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Luxembourg Malta Netherlands Portugal Slovakia Slovenia Spain Outlook for Greece Rising

More information

Tax Cuts and Jobs Act considerations for life actuaries. 20 March 2018

Tax Cuts and Jobs Act considerations for life actuaries. 20 March 2018 Tax Cuts and Jobs Act considerations for life actuaries 20 March 2018 Presenters Hal Kolpak, ASA, MAAA Manager Insurance and Actuarial Advisory Services Ernst & Young LLP Aria Zhou, ASA, MAAA Senior Insurance

More information

MORNING SESSION. Date: Wednesday, April 30, 2014 Time: 8:30 a.m. 11:45 a.m. INSTRUCTIONS TO CANDIDATES

MORNING SESSION. Date: Wednesday, April 30, 2014 Time: 8:30 a.m. 11:45 a.m. INSTRUCTIONS TO CANDIDATES SOCIETY OF ACTUARIES Quantitative Finance and Investment Core Exam QFICORE MORNING SESSION Date: Wednesday, April 30, 2014 Time: 8:30 a.m. 11:45 a.m. INSTRUCTIONS TO CANDIDATES General Instructions 1.

More information

The Fixed Income Valuation Course. Sanjay K. Nawalkha Natalia A. Beliaeva Gloria M. Soto

The Fixed Income Valuation Course. Sanjay K. Nawalkha Natalia A. Beliaeva Gloria M. Soto Dynamic Term Structure Modeling The Fixed Income Valuation Course Sanjay K. Nawalkha Natalia A. Beliaeva Gloria M. Soto Dynamic Term Structure Modeling. The Fixed Income Valuation Course. Sanjay K. Nawalkha,

More information

Stochastic Modeling Concerns and RBC C3 Phase 2 Issues

Stochastic Modeling Concerns and RBC C3 Phase 2 Issues Stochastic Modeling Concerns and RBC C3 Phase 2 Issues ACSW Fall Meeting San Antonio Jason Kehrberg, FSA, MAAA Friday, November 12, 2004 10:00-10:50 AM Outline Stochastic modeling concerns Background,

More information

Renewable energy assets. An interesting investment proposition for European insurers

Renewable energy assets. An interesting investment proposition for European insurers Renewable energy assets An interesting investment proposition for European insurers Contents 03 An introduction to the illiquid asset opportunity and renewable energy assets 05 Background: European renewable

More information

Global Regulation Solvency II & Equivalence. September 16, 2013

Global Regulation Solvency II & Equivalence. September 16, 2013 Global Regulation Solvency II & Equivalence September 16, 2013 Disclaimer This material has been prepared for general informational purposes only and is not intended to be relied upon as accounting, tax,

More information

Designing Scenarios for Macro Stress Testing (Financial System Report, April 2016)

Designing Scenarios for Macro Stress Testing (Financial System Report, April 2016) Financial System Report Annex Series inancial ystem eport nnex A Designing Scenarios for Macro Stress Testing (Financial System Report, April 1) FINANCIAL SYSTEM AND BANK EXAMINATION DEPARTMENT BANK OF

More information

Practical example of an Economic Scenario Generator

Practical example of an Economic Scenario Generator Practical example of an Economic Scenario Generator Martin Schenk Actuarial & Insurance Solutions SAV 7 March 2014 Agenda Introduction Deterministic vs. stochastic approach Mathematical model Application

More information

2016 American Academy of Actuaries. All rights reserved. May not be reproduced without express permission. STOCHASTIC, DETERMINISTIC AND NPR RESERVES

2016 American Academy of Actuaries. All rights reserved. May not be reproduced without express permission. STOCHASTIC, DETERMINISTIC AND NPR RESERVES 2016 American Academy of Actuaries. All rights reserved. May not be reproduced without express permission. STOCHASTIC, DETERMINISTIC AND NPR RESERVES Agenda VM-20 Net Premium Reserves by Tim Cardinal Net

More information

Real Returns for Fixed Income Investors Investment Update Waiting for Fed Liftoff

Real Returns for Fixed Income Investors Investment Update Waiting for Fed Liftoff Real Returns for Fixed Income Investors Investment Update Waiting for Fed Liftoff CAJPA Fall Conference September 17, 2015 Martin Cassell, CFA CEO, Chief Investment Officer 6225 Lusk Boulevard San Diego,

More information

Calibration of Stochastic Risk-Free Interest Rate Models for Use in CALM Valuation

Calibration of Stochastic Risk-Free Interest Rate Models for Use in CALM Valuation Revised Educational Note Supplement Calibration of Stochastic Risk-Free Interest Rate Models for Use in CALM Valuation Committee on Life Insurance Financial Reporting August 2017 Document 217085 Ce document

More information

Eurozone. EY Eurozone Forecast March 2014

Eurozone. EY Eurozone Forecast March 2014 Eurozone EY Eurozone Forecast March 2014 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Latvia Luxembourg Malta Netherlands Portugal Slovakia Slovenia Spain Outlook for Germany

More information

Eurozone. EY Eurozone Forecast September 2013

Eurozone. EY Eurozone Forecast September 2013 Eurozone EY Eurozone Forecast September 213 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Luxembourg Malta Netherlands Portugal Slovakia Slovenia Spain Outlook for Germany

More information

Stress Testing zwischen Granularität und Geschwindigkeit

Stress Testing zwischen Granularität und Geschwindigkeit Firm-Wide Stress Testing Restricted Stress Testing zwischen Granularität und Geschwindigkeit SAS forum Switzerland 2012 Alexandra Hansis May 2012 Why Stress Testing? Experience of the Crisis Severe losses

More information

Article from International News. May 2017 Issue 71

Article from International News. May 2017 Issue 71 Article from International News May 2017 Issue 71 Purchase Accounting for Insurance Business Combination under China-GAAP from an Actuarial Perspective Part II By Vincent Y. Tsang, Bonny Fu, and Florence

More information

Rethinking Fixed Deferred Annuities: Applying a Risk-Based Economic Value Approach

Rethinking Fixed Deferred Annuities: Applying a Risk-Based Economic Value Approach Rethinking Fixed Deferred Annuities: Applying a Risk-Based Economic Value Approach Noel Harewood, FSA, MAAA Dominique Lebel, FSA, FCIA, MAAA Mark Scanlon, FSA, CFA, CERA, FIA Presented at 2010 Enterprise

More information

GN47: Stochastic Modelling of Economic Risks in Life Insurance

GN47: Stochastic Modelling of Economic Risks in Life Insurance GN47: Stochastic Modelling of Economic Risks in Life Insurance Classification Recommended Practice MEMBERS ARE REMINDED THAT THEY MUST ALWAYS COMPLY WITH THE PROFESSIONAL CONDUCT STANDARDS (PCS) AND THAT

More information

Validation of risk factor modelling in 1-year VaR capital assessments

Validation of risk factor modelling in 1-year VaR capital assessments APRIL 2013 ENTERPRISE RISK SOLUTIONS B&H RESEARCH ESG APRIL 2013 DOCUMENTATION PACK Gavin Con FFA Harry Hibbert Sandy Sharp FIA Craig Turnbull FIA Moody's Analytics Research Contact Us Americas +1.212.553.1658

More information

Global macro matters Rising rates, flatter curve: This time isn t different, it just may take longer

Global macro matters Rising rates, flatter curve: This time isn t different, it just may take longer Global macro matters Rising rates, flatter curve: This time isn t different, it just may take longer Vanguard Research Joseph Davis, Ph.D. September 18 Authors: Roger Aliaga-Díaz, Ph.D.; Qian Wang, Ph.D.;

More information

EY benchmarking survey for financial services. IFRS 15 Revenue from Contracts with Customers January 2017

EY benchmarking survey for financial services. IFRS 15 Revenue from Contracts with Customers January 2017 EY benchmarking survey for financial services IFRS Revenue from Contracts with Customers January 07 Executive summary The survey Participants profile In July, 06, the European Securities and Markets Authority

More information

Eurozone. EY Eurozone Forecast September 2013

Eurozone. EY Eurozone Forecast September 2013 Eurozone EY Eurozone Forecast September 2013 Austria Belgium Cyprus Estonia Finland France Germany Greece Ireland Italy Luxembourg Malta Netherlands Portugal Slovakia Slovenia Spain Outlook for Ireland

More information

Real estate funds. Are you leaving money on the table?

Real estate funds. Are you leaving money on the table? Real estate funds Are you leaving money on the table? Relevant to real estate fund managers or those managing investments under a segregated account mandate In a rapidly changing tax environment, it is

More information

Coping with Sequence Risk: How Variable Withdrawal and Annuitization Improve Retirement Outcomes

Coping with Sequence Risk: How Variable Withdrawal and Annuitization Improve Retirement Outcomes Coping with Sequence Risk: How Variable Withdrawal and Annuitization Improve Retirement Outcomes September 25, 2017 by Joe Tomlinson Both the level and the sequence of investment returns will have a big

More information

Allianz. European Embedded Value Report

Allianz. European Embedded Value Report Allianz European Embedded Value Report 2005 Contents 1 Introduction... 3 2 Basis of Preparation... 3 3 Covered Business... 3 4 Definitions... 4 4.1 Net asset value... 4 4.2 Present Value of Future Profits...

More information

Financial ratios: Lost in translation

Financial ratios: Lost in translation Financial ratios: Lost in translation An accountants perspective 2 September 2017 Accounting baseline Legal rules Law principle based Case law, interpretation All advice is linked to the above Accounting

More information

Quasi-government loans. An investment opportunity for European insurers

Quasi-government loans. An investment opportunity for European insurers Quasi-government loans An investment opportunity for European insurers Contents 03 04 06 09 Introduction Background: European quasi-government loan market Potential investment opportunity Investment considerations

More information

Four key capabilities for the future of underwriting. Findings from the EY-CPCU Society underwriting survey

Four key capabilities for the future of underwriting. Findings from the EY-CPCU Society underwriting survey Four key capabilities for the future of underwriting Findings from the EY-CPCU Society underwriting survey Executive summary An expanding value proposition for underwriting As the insurance industry continues

More information

OECD releases first annual peer review report on Action 5

OECD releases first annual peer review report on Action 5 5 December 2017 Global Tax Alert OECD releases first annual peer review report on Action 5 EY Global Tax Alert Library Access both online and pdf versions of all EY Global Tax Alerts. Copy into your web

More information

UK publishes draft Finance Bill clauses and other documents

UK publishes draft Finance Bill clauses and other documents 9 July 2018 Global Tax Alert UK publishes draft Finance Bill clauses and other documents NEW! EY Tax News Update: Global Edition EY s new Tax News Update: Global Edition is a free, personalized email subscription

More information

Framework for a New Standard Approach to Setting Capital Requirements. Joint Committee of OSFI, AMF, and Assuris

Framework for a New Standard Approach to Setting Capital Requirements. Joint Committee of OSFI, AMF, and Assuris Framework for a New Standard Approach to Setting Capital Requirements Joint Committee of OSFI, AMF, and Assuris Table of Contents Background... 3 Minimum Continuing Capital and Surplus Requirements (MCCSR)...

More information

Asset Liability Modelling (ALM) Approaches, Techniques, Trends In the Pension Practice

Asset Liability Modelling (ALM) Approaches, Techniques, Trends In the Pension Practice Asset Liability Modelling (ALM) Approaches, Techniques, Trends In the Pension Practice Chris Brisebois, FSA, FCIA, CFA CIA Investment Seminar Agenda 2 Background ALM in a pension fund context Modeling

More information

Competition, compliance & cost continue to challenge the c-suite of Australian insurers

Competition, compliance & cost continue to challenge the c-suite of Australian insurers Competition, compliance & cost continue to challenge the c-suite of Australian insurers The Australian insurance market is reasonably well capitalised and profitable, but it remains highly dynamic. C-suites

More information

PBR Regulatory Update and Implementation Challenges

PBR Regulatory Update and Implementation Challenges PBR Regulatory Update and Implementation Challenges Jason Kehrberg, PolySystems Actuaries Club of the Southwest Spring Meeting June 25, 2015 Agenda Brief Overview of PBR Regulatory Update Implementation

More information

EU Council publishes updated Draft Directive on implementation of country-by-country reporting

EU Council publishes updated Draft Directive on implementation of country-by-country reporting 23 March 2016 Global Tax Alert News from EU Tax Services EU Council publishes updated Draft Directive on implementation of country-by-country reporting EY Global Tax Alert Library Access both online and

More information

UPDATED IAA EDUCATION SYLLABUS

UPDATED IAA EDUCATION SYLLABUS II. UPDATED IAA EDUCATION SYLLABUS A. Supporting Learning Areas 1. STATISTICS Aim: To enable students to apply core statistical techniques to actuarial applications in insurance, pensions and emerging

More information

Stress Test Scenarios

Stress Test Scenarios Stress Test Scenarios Bank of Italy October 2018 The views expressed here are those of the author and do not represent the views of the Board of Governors of the Federal Reserve System. 1 Stress Testing

More information

Fixed Income Modelling

Fixed Income Modelling Fixed Income Modelling CLAUS MUNK OXPORD UNIVERSITY PRESS Contents List of Figures List of Tables xiii xv 1 Introduction and Overview 1 1.1 What is fixed income analysis? 1 1.2 Basic bond market terminology

More information

Claims transformation. EY claims capability

Claims transformation. EY claims capability Claims transformation EY claims capability Global insurance industry trends claims transformation According to the market point of view, claims transformation will be the focus of innovation and investment

More information

Jaime Frade Dr. Niu Interest rate modeling

Jaime Frade Dr. Niu Interest rate modeling Interest rate modeling Abstract In this paper, three models were used to forecast short term interest rates for the 3 month LIBOR. Each of the models, regression time series, GARCH, and Cox, Ingersoll,

More information

SOA Life & Annuity Symposium May 16-17, Session 31 PD, Does Anyone Else Want to be Illustration Actuary this Year?

SOA Life & Annuity Symposium May 16-17, Session 31 PD, Does Anyone Else Want to be Illustration Actuary this Year? SOA Life & Annuity Symposium May 16-17, 2011 Session 31 PD, Does Anyone Else Want to be Illustration Actuary this Year? Moderator: Donna Christine Megregian, FSA, MAAA Presenters: Gayle L. Donato, FSA,

More information

Article from The Financial Reporter. June 2017 Issue 109

Article from The Financial Reporter. June 2017 Issue 109 Article from The Financial Reporter June 2017 Issue 109 VA Reserve and Capital Reform: Overview and Update By Aaron Sarfatti Variable annuities (VAs) remain one of the most significant businesses in the

More information

2018 Convertible Outlook

2018 Convertible Outlook SSI Investment Management January 2018 2018 Convertible Outlook By: Ravi Malik, CFA, Portfolio Manager 2017 was a strong year for risk assets including convertibles, driven by synchronized global expansion,

More information

Emerging markets the equities perspective. Scott Berg, T. Rowe Price

Emerging markets the equities perspective. Scott Berg, T. Rowe Price Emerging markets the equities perspective Scott Berg, T. Rowe Price Audience voting about to begin Proudly supported by our Gold Industry Partner Question What is your fund's weight in Emerging Markets?

More information

Back to basis Evolving technical matters

Back to basis Evolving technical matters Back to basis Evolving technical matters Savings and retirement products with guarantees: how to get a better return with lower risks? Prepared by Clement Bonnet Consulting Actuary Clement Bonnet Consulting

More information

MS&E 348 Winter 2011 BOND PORTFOLIO MANAGEMENT: INCORPORATING CORPORATE BOND DEFAULT

MS&E 348 Winter 2011 BOND PORTFOLIO MANAGEMENT: INCORPORATING CORPORATE BOND DEFAULT MS&E 348 Winter 2011 BOND PORTFOLIO MANAGEMENT: INCORPORATING CORPORATE BOND DEFAULT March 19, 2011 Assignment Overview In this project, we sought to design a system for optimal bond management. Within

More information

Economic Scenario Generators

Economic Scenario Generators Economic Scenario Generators A regulator s perspective Falk Tschirschnitz, FINMA Bahnhofskolloquium Motivation FINMA has observed: Calibrating the interest rate model of choice has become increasingly

More information

THE END OF QUANTITATIVE EASING

THE END OF QUANTITATIVE EASING THE END OF QUANTITATIVE EASING Re-pricing of risk has proved to be a theme for 2018 as central banks gradually reverse conditions that underpinned the risk-seeking behaviour of the last decade. Cracks

More information

FIXED INCOME SECURITIES

FIXED INCOME SECURITIES FIXED INCOME SECURITIES Valuation, Risk, and Risk Management Pietro Veronesi University of Chicago WILEY JOHN WILEY & SONS, INC. CONTENTS Preface Acknowledgments PART I BASICS xix xxxiii AN INTRODUCTION

More information