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Speaker(s): Eberhard Müller (riskmueller consulting) Modelling natural catastrophes by means of stochastic simulation started in the late 1980s and has become increasingly common since. The degree of details – be it the geographic resolution, t
Speaker(s): Ziyan Wang (University of Sao Paulo) Reinsurance is the most frequently used tool by insurance companies to reduce the level and the volatility of the aggregated losses' burden under their responsibility. Despite the financial and strategic be
Speaker(s): Giorgio Alfredo Spedicato (Unipol Group) Pricing optimization is acquiring increasing importance in personal lines pricing in the most mature insurance market. As the level of competition increases, insurers are forced to optimize their rating
Speaker(s): Jochen Stark (IBM), Alex Holzmüller (Dittrich & Partner Consulting), Sophie Richter-Mendau (IBM) The presentation will show how you can combine traditional statistical and mathematical approaches with machine learning to solve an insu
Speaker(s): Thomas Heinze (Provinzial Rheinland) Given Markowitz's mean-risk model, maximization of diversification is established as an additional investment target next to return maximization and risk minimization. This widens the opportunity to transfe
Speaker(s): Alberto Glionna (Generali), Pietro Parodi (SCOR) In Parodi (2014) it was argued that "all reserving methods based on claims triangulations, no matter how sophisticated the subsequent processing of the information contained in the triangle is,
Speaker(s): Pietro Parodi, Peter Watson (SCOR) Benchmark loss curves (examples of which are the SR/Lloyd's curve for property rating, the ISO increased limit factor curves, tail severity distributions for casualty business) often arise out of resource-int
Speaker: Ikuo Katayose (Resona Bank, Limited) Thank you for the charming German introduction! Professionalism covers everything actuaries do and encompasses the actuary's technical competence and skills, ethical behaviour and professional accountability t
Speaker(s): Fatoumata Ndoye, Thomas Behar, Anani Olympio (Institut des Actuaires) Further information is presented in a detailed paper: Ndoye_Article.pdf A good risk management practice cannot be achieved without full understanding of all phenomena of tre
Speaker(s): Nicolas Wesner (Mazars Actuariat) This paper presents a system for interactive multi-objective optimization that makes use of a genetic algorithm and very simple and intuitive interactive visualization techniques. In a first step optimal solut
Speaker(s): Sure Mataramvura (University of Cape Town) This presentation considers the problem of an insurer who decides to allocate a proportion (1 - a(t)) of premiums to a re-insurance company (thereby retaining a proportion a(t) of premiums). The insur
Speaker(s): Igawa Takayui (PricewaterhouseCoopers Aarata LLC) Further information is presented in a detailed paper: Igawa_Paper.pdf Many countries around the world confront problems related to longevity and investment difficulties caused by slowdown in ec
Speaker(s): Igawa Takayui (PricewaterhouseCoopers Aarata LLC) Further information is presented in a detailed paper: Igawa_Paper.pdf PART 2: Many countries around the world confront problems related to longevity and investment difficulties caused by slowdo
Speaker(s): Jonathan Karsenty (PwC) Given the current economic context, insurance fraud is a growing issue for all insurance companies and a day-to-day problem for claim handlers. As a proof, institutions are created all around the world to counteract fra
Speaker(s): Giulia Padovan, David Brookes (Thatcham Research) The research objective of the present work was to define the most frequent accident scenario use cases for rear-end impact and single vehicle scenarios and the most frequent contextual factors
Speaker(s): Sergey Smirnov, Andrey Zanochkin, Marat Kurbangaleev, Victor Lapshin (Financial Engineering and Risk Management Lab) The EIOPA approach for constructing the risk-free yield curve is based on the Smith-Wilson method (SW); its weaknesses due to
Speaker(s): Drew Lawyer (Earnix) When trying to understand the customer decision making process it is easiest for us to break the customer decisions into independent, discrete choices: "Will I renew my auto policy?", "Will I add my motorcycle this year?",
Speaker(s): Rosalind Roussow (Sun Life Financial of Canada(UK)), Tim Bateman (Mazars) The value of with-profits for consumers working party has been set up by the Institute and Faculty of Actuaries to investigate whether consumers understand the value of
Speaker(s): Colin Grenfell (SuperEasy Pty Ltd), Thomas Sneddon (Willis Towers Watson) Further information is presented in a detailed paper: Grenfell_Sneddon_Paper.pdf This paper analyses 58 years, or 232 quarters, of Australian investment performance from
Speaker(s): Thomas Neusius (Wiesbaden Business School) The financial evolution of the german statutory insurance system for health and long-term care is analyzed with respect to the demographic dynamics. The german population will undergo a substantial sh
Speaker(s): Lisa Altmann-Richer (Bupa) Private insurers including health, critical illness, income protection and life insurers are seeing a rise in claims due to the growing non-communicable disease (NCD) burden. Higher levels of physical activity have b
Speaker(s): Luca Bianchi (Aviva Italia Holding) The current accounting rules in Life Insurance need to define premiums as revenues whose contribution to the profits depends on the actuarial valuation techniques accepted for defining technical provisions i
Speaker(s): Mohamed Elsheemy (University of East Anglia) Social and demographic trends in the UK point out an ageing population and declining availability of family carers, leading to increase in the need for formal care. In England, formal care can be co
Speaker(s): Estelle Gerondeau (Actuaris) The aim is to measure both the impact of using transitional measures on the metrics required by Solvency II and the impact of the possible choices an insurer could make within an ALM model. Particular attention wil
Speaker(s): David Shkel (University of Hagen), Rainer Baule (University of Hagen) Structured financial products as a combination of classical investments such as stocks or bonds and derivatives provide investors with the possibility to buy a portfolio wit
Speaker(s): Luis Eduardo Afonso (University of Sao Paulo), Helio Zylberstain (University of Sao Paulo) Brazil is experiencing a severe fiscal crisis, caused by a deficit of over USD 45 billion in the national pension scheme. For this reason, in December 2
Speaker(s): Peter Hieber (University of Ulm), Jakob Klein (University of Ulm),An Chen (University of Ulm) Due to the increasing solvency requirements for return guarantees and a general decrease in interest rate levels, the attractiveness of equity-linked
Speaker(s): Hailiang Yang (University of Hong Kong) This work is motivated by the valuation problem of Guaranteed Minimum Death Benefits in various equity-linked products. At the time of death, a benefit payment is due. It may depend not only on the price
Speaker(s): Kenichi Nogami (Accenture) Long term guarantee is very dangerous risk and most expensive factors of risk and capital management. More theoretical, more precise risk model may require more risk capital. For instance, long term care cost can be
Speaker(s): Jed Linfield (Healthfirst) Risk adjustment has replaced medical underwriting for individual and small group plans in the United States; every year, a revenue neutral transfer of funds to the government (CMS) is done from insurers with low risk
Speaker(s): Weihao Choo (Munich Re / Macquarie University) The global sharing economy is growing rapidly in sectors such as accommodation, transportation, services and finance. Two key features of a sharing economy are (1) decentralised operation and (2)
Speaker(s): Godfrey Perrott (IAA Act. Standards Committee), Micheline Dionne, Luc Farmer (both ISAP 4 Task Force of the ASC) The Actuarial Standards Committee of the IAA published the Exposure Draft of ISAP 4 - IFRS 17 Insurance Contracts on 27 February 2
Speaker(s): Fernanda Salas ( VITALIS) As life expectancy rates increase all over the world, the menace of an epidemic of poverty in the old age looms ever larger in the not so distant future. To ensure sufficient retirement funds for the current working g
Speaker(s): Georgios Symeonidis (Hellenic Actuarial Authority) Greece has one of the largest percentages of social security contributions for pensions, amounting to almost 24 percent for special groups of employees. At the same time, its pension system be
Speaker(s): Geoff Rashbrooke (Institute of Governance & Policy Studies, NZ) Defined contribution schemes do not cause inequality; in their basic form, however, they do perpetuate it. Social security arrangements are generally redistributive; their aim
Speaker(s): Michael Leitschkis, Russell Ward (Milliman) Insurers have made significant investments into their capital modelling capabilities in order to comply with the Solvency II requirements. Yet for a compliance exercise, this would be a very expensiv
Speaker(s): Mark Hayes (Curtin University) This work investigates the risk-adjusted performances of South African interest bearing variable-term (bond) unit trusts over the period 30 November 2001 to 31 March 2016. The performances are assessed by recogni
Speaker(s): Janinke Tol, Bianca Meijer (KPMG) Embedding time varying experience factors in projection mortality tables Further information is presented in a detailed paper: Tol_Paper.pdf This work provides an extension of the stochastic Li-Lee model used
Speaker(s): Beatrice Male, Marie-Lise Tassoni (Milliman) The European retirement market is now home to a diverse and growing range of products designed to provide a regular income throughout retirement. These products provide different guarantees, differe
Speaker(s): Jonas Eckert, Stefan Graf, Alexander Kling (ifa Ulm) Because of the long-term nature of insurance policies, the current low interest rate environment, and market based solvency capital requirements (e.g. under Solvency II), the fair valuation
Speaker(s): Li Shen (Lyon Business School), Olivier Le Courtois (Lyon Business School) This work discusses the profit testing for a life insurance company that issues modern life insurance contracts, which are participating contracts, universal life contr
Speaker(s): Franck Adekambi (University of Johannesbourg / CERAF) In the classical collective insurance risk model, the independence among inter-claim times is one of the crucial assumptions. However, in reality, one could easily find violations of such a
Speaker(s): Hans-Jochen Bartels (University of Mannheim), Johannes Bartels (BaFin) This contribution considers the capital requirements for portfolios of ordinary life annuity contracts under the regime of Solvency II (SII).
Speaker(s): Henning Wergen (EAA) Presentation by Henning Wergen, Executive Director EAA, (Full presentation "CERA Education by EAA" ) on how to become a Certified Enterprise Risk Actuary on invitation of theInstituto de Actuarios Españoles in Madri
Speaker(s): Raffaelo Marcelloni (INAIL) The Theoretical Replacement Rates (TRRs) express the ratio between the annual pension amount received in the first year of retirement and the annual amount of final salary. They measures the change of the worker's g
Speaker(s): Raffaelo Marcelloni (INAIL) The Theoretical Replacement Rates (TRRs) express the ratio between the annual pension amount received in the first year of retirement and the annual amount of final salary. They measures the change of the worker's g
Speaker(s): Landi du Toit (University of Cape Town) Analysis Of Impact On Return-to-work Vocational rehabilitation (VR) is a process that enables disabled people to access, maintain or return to employment. The World Health Organisation (WHO) notes an inc
Speaker(s): Hans-Jochen Bartels (Universität Mannheim) This contribution considers the capital requirements for portfolios of ordinary life annuity contracts under the regime of Solvency II (SII). The dynamic behaviour of the capital requirements und
Speaker: Brent Walker This recording is about the 21st Century solar grand minimum and Earth's likely magnetic reversal. It details how space weather events and changes in the plasma configuration of the sun influence weather on Earth, earthquakes and vol
Speaker(s): Daniela Alejandra Gonzalez Ramirez (National University of Mexico), Carlos Contreras Cruz (National University of Mexico) Nowadays Mexico faces one of the biggest demographic challenges in its history: the population ageing. This phenomenon wi
Speaker: Steffen Schumann Commonly used aggregate loss reserving methods, such as Chain Ladder or Cape-Cod, have the disadvantage that they do not include all the information each single loss contains. A possible solution for this are Single Loss Developm
Speaker: Göran Kauermann Big Data is certainly one of the buzzwords of the last five years. With the digital revolution nearly everything can today be measured, recorded or protocolled. The amount of data exceeds multiples of peta bytes with an annua
Speaker(s): Denise Gómez-Hernández (Universidad Autónoma de Querétaro), Felipe Pérez-Sosa (Universidad Autónoma de Querétaro) A comparison of latin american pension systems for the period 1997-2016 As a con
Speaker(s): Nick Callil (Willis Towers Watson), Tim Furlan (Russell Investments) The comprehensive income products for retirement system In 2014 Australia held a broad financial system inquiry. One of the recommendations of that inquiry was the developmen
Speaker(s): Henning Wergen (Deutsche Aktuar-Akademie GmbH)
Speaker(s): Landi du Toit (University of Cape Town) Vocational rehabilitation (VR) is a process that enables disabled people to access, maintain or return to employment. The World Health Organisation (WHO) notes an increase in the need for work rehabilita
Speaker(s): Paul Glasserman (Columbia University) Financial institutions regularly rely on a vast number of models for valuation and risk measurement. Models may range in complexity from simple spreadsheets to advanced Monte Carlo simulations and other nu
Speaker(s): Tom Wilson (Allianz Group) Capital management is becoming one of the most important value creation levers in the insurance industry and it’s ascendency has prompted the development of new analytical frameworks as well as a new way to loo
Speaker(s): Stefan Graf (Institut fuer Finanz- und Aktuarwissenschaften) The PRIIPs-regulation (EU regulation 1286/2014) requires manufacturers of so-called packaged-retail and insurance-based products ("PRIIPs") to draw up a pan-European standardized key
Speaker(s): Olaf Schmitz (Allianz Lebensversicherungs-AG) In-Force Management (IFM) became more and more relevant in recent years. As a result of the low interest rate environment insurance undertakings started to search for new income sources and the exi
Speaker(s): Tobias Huber (LMU Munich), Johannes Jaspersen (LMU Munich) Extreme lapse rates can severely distort life insurers' liquidity and profitability. We develop a model based on extreme value theory to assess the risk of such a policyholder run and
Speaker(s): Andreas Niemeyer (Allianz Lebensversicherung), Tobias Rieck (Allianz Deutschland) At the beginning of 2018 the regulation on Packaged Retail and Insurance-based Investment Products (PRIIPs) of the EU becomes effective (EU regulation No. 1286/2
Speaker(s): Ken Hohman (American Academy of Actuaries), Martin Stevenson (Actuaries Institute),Ted Goldman (American Academy of Actuaries) In a country where employer-sponsored retirement plans are an essential part of the national retirement system, and
Speaker(s): Frank van Berkum (UvA) Pension funds must adjust population-wide mortality forecasts for the valuation of their liabilities, since the combined effect of the many factors that determine their participants' survival probabilities typically diff
Speaker(s): Salma Jamal (KPMG ), Lorenzo Invernizzi (Zurich Insurance Company Ltd.) Actuaries are well acquainted with traditional reserving methods such as chain ladder and Bornhuetter-Ferguson. These traditional actuarial methods have been shown over ma
Speaker(s): Aldona Skucaite (Vilnius University), Asia Billig (Office of the Superintendent of Financial Institutions Canda) Social Security benefits in most developed countries continue to be a major source of income during the retirement years. Therefor
Gunther Kraut (Munich Re)
Participant(s): Sue Kean (Old Mutual Group), Tom Wilson (Allianz Group), Frieder Knüpling (Scor)
Speakers: René Billing, Frank Schönfelder How does a P&C actuary and Data Science fit together to create value for the company? And where are the limitations? The Working Group Pricing of the German Association of Actuaries would like to s
Speaker(s): Till Foerstemann (Deutsche Bundesbank)
Speaker(s): Carmen Boadas Penas (University of Liverpool), Humberto Godinez-Olivares (QRI International LLC),Steven Haberman (CASS Business School) The decline in fertility rates, the increase in longevity and the current forecasts for the ageing of the b
Speaker(s): Michael Fackler (independent actuary) In (re)insurance premium rating, older loss data are often adjusted before the statistical evaluation by means of an "external" inflation index (calculated not from the data itself). By doing so, it is imp
Speaker(s): Marco Aleandri (University La Spienza) In this study, we focus our attention on the most relevant non-market risk in insurance, that is, lapse risk. It is basically linked to the behavior of policyholders facing various situations such as agin
Speaker(s): Anna-Maria Hamm (Leibniz Universität Hamm) In many countries insurance premiums are subject to an insurance premium tax that replaces the common value-added tax (VAT) used for most products and services. Insurance companies cannot deduct
Speaker(s): Michael Klamser (Allianz Versicherungs AG) The Paper, mentioned above, is aiming at an audience of practitioners in the motor commercial business, who are interested in getting to know a possible application of the calculation of big (so-calle
Couples start thinking about protection for their child from the time a pregnancy is confirmed. A key part of such protection is against congenital illnesses which would otherwise render the child uninsurable or without an adequate cover in the future. A
Speaker(s): Thomas Neusius (Wiesbaden Management School) Private health insurance in Germany is designed as a life-long contract. This corresponds to an automatic renewal where pricing is based on the initial medical underwriting, but without further risk
Speaker(s): David Richter (PwC GmbH WPG) In Germany, private health insurance contracts providing a life-long cover have a long tradition. For such contracts there exists a well-established set of measures, regulatory boundaries and calculation rules ensu
Speaker(s): Patricia L. Renzi (Milliman)
Speaker(s): Axel Helmert (msg life central europe gmbh)
Speaker(s): Kay Schaumlöffel (BaFin) Actuaries play an important role in insurance companies. Insurance supervision relies partly on the quality of actuarial activities inside the companies. Insurance supervisory laws contain minimum requirements for
Speaker(s): Amanda Hosken (Swiss Re) As actuaries and risk professionals, we are considered custodians of the solvency and integrity of the insurance industry. As we review history, we see evidence of that responsibility in practice. Our duty is to manage
Speaker(s): Frank Grund (BaFin)
Speaker(s): David Blake (Pensions Institute at Cass Business School) We start by covering the keyrisks in retirement, such as interest rate risk, inflation risk, investment and reinvestment risk, and longevity risk. We then look at the components of a ret
Speaker(s): Thomas Møller (PFA Pension) We study the problem of valuating life insurance contracts in the presence of taxes and future profits. The basic framework consists of the classical finite state Markov chain modeldescribing the possible sta
Speaker(s): Jürgen Bierbaum (ALTE LEIPZIGER – HALLESCHE Konzern) As a result of strongly declining interest rates and increasing capital requirements due to Solvency II the guarantees included in traditional participating annuity products have
Speaker(s): Kai Kaufhold (Ad Res), Peter Nielsen (RGA) Can disability income protection insurance be profitable for an insurer? Is there an inherent risk in the product design of disability income insurance that makes it difficult to accurately predict ou
Speaker(s): Kristian Juul Schomacker (Edlund A/S) Calculation of cash flows for unit-linked products is a common actuarial task. We propose a multistate model to treat simultaneously biometric risk and policyholder options. Within the model, we get insigh
Speaker(s): Paul Embrechts (ETH Zurich) Value-at-Risk (VaR) and Expected Shortfall (ES) are the two main risk measures widely in use by both the banking and the insurance industry. A major issue concerns the topic of model uncertainty at the level of risk
Speaker(s): Jennifer Alonso-García (UNSW Sydney, CEPAR) Globally, more reliance is increasingly being placed on pre-funding as an ageing demographic renders unfunded social security structures unsustainable. Pre-funding creates very large privately
Speaker(s): Martin Stevenson (M A STEVENSON & CO, Actuaries Institute (Australia), First State Super) In respect of retirement income systems, actuaries are very prominent in the domains of pensions and Social Security. However, a retiree's living arr
Speaker(s): Catherine Donnelly (Heriot-Watt University) In the UK, more and more people are asked, how do they want to invest for retirement. They are given 'attitude to risk' questionnaires to elicit their attitude to investment risk. Given a choice betw
Speaker(s): Ralph Rogalla (St. Johns University) People who delay claiming Social Security receive higher lifelong benefits upon retirement. We survey individuals about their willingness to delay claiming if they were able to receive a lump sum in lieu of
Speaker(s): Montserrat Guillen (Universitat de Barcelona) The transition towards semi-autonomous vehicles is expected to contribute to lower the frequency of motor accidents and to have a significant impact for the automobile insurance industry. Rating me
Speaker(s): Gareth Peters (Heriot-Watt University) A new class of multi-factor extension of the family of Lee-Carter stochastic mortality models is explored. We build upon the time, period and cohort stochastic model structure to extend it to include exog
Speaker(s): Katrien Antonio (KU Leuven) Insurance companies use predictive models for a variety of analytic tasks, including pricing, marketing campaigns, claims handling, fraud detection and reserving. Typically, these predictive models use a selection o
Speaker(s): Jan-Philipp Schmidt (TH Köln) This paper proposes a practical way for modeling and projecting health insurance expenditures over short time horizons, based on observed historical data. The present study is motivated by a similar age struc
Speaker(s): Ermanno Pitacco (University of Trieste) Life annuities constitute an appropriate tool providing the retiree with a lifelong income. Nevertheless, we can observe that, in many countries, the propensity to convert into a life annuity the resourc
Speaker: Marcus Christiansen (Carl von Ossietzky University of Oldenburg) In the life insurance literature a novel decomposition approach was recently proposed that uses martingale representations for defining meaningful risk decompositions of future liab
Speaker(s): Kudzai Chigiji (WesBank Group), Michael Florig (Crédit Agricole CIB) Actuaries have been involved in banking for more than a decade in some jurisdictions such as Australia and South Africa. Other jurisdictions are only starting to devel
Speaker(s): Nina Ndebele (Institute and Faculty of Actuaries) The purpose of this presentation is to discuss how the current limited capacity in the ReTakaful (Islamic-compliant reinsurance) industry presents an opportunity for conventional reinsurance pr
Speaker(s): Jochen Wieland (The Boston Consulting Group GmbH), Mauro Piccinini (Boston Consulting Gourp) Life insurance companies in Germany face a challenging market environment and find themselves under pressure of high guarantees that they sold to thei
Speaker(s): Bridget Macdonnell (Milliman), Monika Smatralova (Permanent Tsb) Have you ever wondered what options would be available to your company should it get into financial difficulty? Does your company have a ‘plan B’ and how practical an
Speaker(s): Eberhard Müller (riskmueller consulting GmbH) Assessing operational risks in the insurance industry was not the prime task of actuaries, especially because of scarce and often biased data. Nevertheless there have been some recent efforts
and macroeconomic models of the financial sector Speaker(s):Jochen Kienberger (Allianz Global Life dac) The latest financial crisis sparked a vivid debate about financial regulation and systemic risk. The general public, as well as academic debate, seeme
Speaker(s): Sven Ludwig (FIS Systeme GmbH) With the completion of Solvency II projects, the next challenge enters the center stage. How to manage the company in the new regime? How to steer the Market Consistent Embedded Value, how to manage the capital?M
Speaker(s): Cristina Mano (Cantanhede Mano Consultoria em Atuária), Elena Rasa (Grupo Zurich Italy) The technology evolution of the last years has deeply changed the way customers and consumers interact among themselves and share data. They seem to
Speaker(s): Robert Brown (University of Waterloo), Mary Hosford (Commonwealth of Massachusetts) Is there such a thing as too much predictive modeling? Might we reach a point at which predictive models become so good that certain individuals or businesses
Speaker(s): Louise Francis (Francis Analytics and Actuarial Data Mining, Inc.), Axel Wolfstein (Verti) The Phase 2 ASTIN Big Data Working party focused on introducing key Predictive Modeling methods used by actuaries. Phase 2 has a focus on hands-on appli
Speaker(s): Tom Jenkins (OpenText) Artificial Intelligence (AI) combined with Actuarial Science will offer new insights into human behavior and will have a profound impact for society. An essential element within AI is the quality of data. Data is collect
Speaker(s): Randy Bauslaugh (McCarthy Tétrault LLP), Hendrik Garz (Sustainalytics) For over a decade, many pension funds, government agencies and even actuarial counsultancies have signed on to the United Nations-supported Principles of Responsible
Intergenerational equity has been a relevant qualitative concept in plan design, management and governance of public and private pension plans. There are, however, challenges even in defining what constitutes equity or an adequate level of intergeneration
Speaker(s): Assia Billig (IAA Population Issues Working Group) Inequality is unavoidable and may be natural in many places in society, however, there is a "tipping point" that if attained, the result may be detrimental to societal development. Evidence su
Speaker(s): Andrew Peterson (Society of Actuaries), Ted Goldman (American Academy of Actuaries) As the retirement system in the US has continued to shift from a paternalistic environment to a participant-focused environment, individuals are increasingly b
Speaker(s): Ismo Vesa Antero Risku (Finnish Centre for Pensions) Combining historical data and results of long-term projections, our study explores the lifetime pension benefits and contributions under the Finnish private sector earnings-related pension s
Speaker(s): Stefan Wolfgang Wetzel (ALTE LEIPZIGER Versicherung AG) A classic tariff in private accident insurance in Germany is usually split up into in two categories of professions: professions without and with physical activity ("Gefährdungsklass
Speaker(s): Pietro Parodi (SCOR), Peter Watson (Cass Business School) Severity loss amount distributions can rarely be derived from first principles. One such example is the use of generalized Pareto distribution for losses above a large threshold, which
Speaker(s): David Hand (Imperial College London) While the theory of actuarial and statistical methods has developed gradually over time from the mid-seventeenth century, it is only relatively recently that the computer has had its impact on the practical
Speaker(s): Joël Wagner (University of Lausanne), Michel Fuino (University of Lausanne, Faculty HEC) Due to the demographic changes and population aging occurring in many countries, the financing of long-term care (LTC) poses a systemic threat. The s
Speaker(s): Shuji Tanaka (Nihon University) In recent years, as tightness of social security resources has become a real problem, it is required to solve the difficult problem of achieving efficiency of medical and nursing care expenditure without lowerin
Speaker: Jörg Schiller In this paper, we analyze selection effects in the German market for private complementary long-term care insurance contracts (CompLTCI) within a static and dynamic framework. Using data on more than 98,000 individuals from a G
Speaker(s): Michel Fuino (University of Lausanne, Faculty HEC) Long-term care (LTC) delivered to elderly persons in need of assistance in activities of daily living is a topic of increasing importance. In the coming decades, the financing of LTC, the need
Speaker(s): Heloise Labit Hardy (ARC Centre of Excellence in Population Aging Research) The exposure of a life insurance company to mortality and longevity risks depends on the profile of its insured portfolio. This is well known that the mortality of an
Speaker(s): Ermanno Pitacco (University of Trieste) Multi-state models, combined with Markov (and semi-Markov) hypotheses, have provided, since the seminal contributions by M. H. Amsler and J. Hoem, a unifying approach to actuarial calculations in the fra
Speaker(s): Zoe Woodroffe (Gen Re) Evolution in the work place and the rise of entrepreneurship has led to an increased need for individual disability insurance. Despite this penetration is low in many markets including the UK. This talk will cover the pe
Speaker(s): Thomas Møller (PFA Pension) We study the problem of valuating life insurance contracts in the presence of taxes and future profits. The basic framework consists of the classical finite state Markov chain modeldescribing the possible sta
Speaker(s): Michael Pannenberg (HDI Leben) Setting a maximum technical interest rate (MTIR) has been a standard procedure to assure that sufficiently high reserves are built up under local GAAP. Since premiums need to be high enough to finance reserves, t
Speaker(s): Eric Dal Moro (SCOR), Yuriy Krvavych (PWC London) With the upcoming IFRS 17 regime, significant changes for the valuation of insurance liabilities are expected. In particular, there is a specific requirement of IFRS 17 to disclose "the confide
Speaker(s): Wolfgang Siegert (Allianz Lebensversicherungs-AG) Life insurance companies are currently operating in a low interest rate environment. Since 2011 German GAAP demands from companies to build increased reserves for guaranteed interest rates; tho
Speaker(s): Ralf Korn (Technische Universität Kaiserslautern), Franziska Diez (Fraunhofer ITWM) While in simple one-factor models the evolution of the yield curve in time is totally determined by the evolution of the short rate, this is not the case
Speaker(s): Paul Glasserman (Columbia University)
Speaker: Alexander McNeil
Speaker: Alf Gohdes Probably one of the most basic tools applied in actuarial work is that of discounting payments due in the future to compute a present value of such future payments, thereby taking into account the time value of money. The reverse proce
Speaker(s): Andreas Johannleweling (KPMG AG), Stefan Engeländer The application of IFRS on insurance contracts is different for issuer (the life insurer) and the policyholder, in case of covering post-employment benefits by insurance contracts. In Ma
Speaker(s): Graham Pearce (Mercer Deutschland GmbH) IFRS or US GAAP is often taken to be a measure of "fair value" of employee benefit related liabilities. The paper would discuss the valuation of pension and similar obligations, and why the value a buyer
Speaker(s): Rolf Ketzler (German Insurance Association) Real and nominal interest rates in most advanced economies have been on a strong downward trend over the past three decades. A number of structural factors like population ageing, higher global savin
Speaker: Karen Clark The traditional catastrophe models are a “one size fits all” product, and the same assumptions are applied to all insurers. But no two insurers are the same with respect to catastrophe losses. The same level of property da
Speaker(s): A. Sevtap Kestel (Middle East Technical University (METU)) Most actuarial models rely on an assumption that both claim counts and aggregate claim amounts are independent which does not always reflect the reality and is too restrictive in diffe
Speaker(s): Ralf Korn (Technische Universität Kaiserslautern) In classical continuous- or discrete-time portfolio optimization the market model underlying the optimization problem is completely specified. In contrast to that, stress scenarios are an
Speaker(s): Qiheng Guo (Georgia State University), Daniel Bauer (University of Alabama) Allocating capital to business lines is a key actuarial task in an insurance company, since the risk associated with different lines has to be supported by capital. In
Speaker(s): Markus Wahl (Technical University of Munich) Liability driven investment (LDI) strategies that take stochastic liabilities into account have become increasingly important for insurance companies and pension funds due to market developments suc
Speaker(s): Kathleen Rybczynski (University of Waterloo) With the large baby-boom cohort entering retirement, many are concerned that the expected drop in saving and investment will result in substantially diminished asset prices and compromised pension p
Speaker(s): J. Iñaki De La Peña (University of the Basque Country (UPV/EHU)) Usually, when Immunization is used in the insurance companies , the investment strategy contemplates the first and second order of Taylor's development (Duration an
Speaker(s): Josée Kaulich-Bartz (Swiss Reinsurance Company), Walter Olbricht (University of Bayreuth) Is the majority of the sum insured in a portfolio of life insurance policies due to a few large or rather due to many small contracts? Is this 'co
Speaker(s): Frank Schiller (Munich Re) Own occupation disability income protection insurance (henceforth: DI) is a complex product with a dependence on various individual, socio-economic and medical risk factors. Our experience analysis is based on more t
Speaker(s): Brnic Van Wyk (QSuper) In 2013 QSuper launched the QSuper Lifetime product with a unique lifecycle strategy that uses age and account balance (wealth, or savings in the fund) to cohort default defined contribution (DC) members.Traditional asse
and security of benefits in occupational pension institutions (IORPS) Speaker(s): Stefan Nellshen (Bayer-Pensionskasse VVaG) We assess how certain regulatory requirements for occupational pension institutions (IORPs) influence (asset-liability-management-
Speaker(s): Ruud Smits (Aegon) (risk-bearing investments in the payout phase: method and consequences) This presentation discusses methods to pay out the accumulated capital in DC pensions, ranging from lump sum payments to guaranteed lifelong benefits th
Speaker(s): John Anderson (Sygnia Asset Management), Steven Empedocles (Sygnia Asset Management) The framework we put forward here seeks to address the 'annuity puzzle', a behavioural contradiction observed in practice between individuals' retirement goal
Speaker(s): Donatien Hainaut (Université Catholique de Louvain UCL) This article proposes a robust framework, compliant with the ORSA, to evaluate the solvency capital requirement (SCR) of a participating life insurance with death benefits. The pre
Speaker(s): Klaus-Peter Nischke, Michael Kluettgens (Willis Towers Watson) The use of limit systems is common practice in insurance companies. With the introduction of the new EU regulatory system Solvency II, new requirements have come up for the risk ma
for the term structure of risk-free interest rates Speaker(s): Peter Løchte Jørgensen (Aarhus University) In the European Union financial regulation requires that life and pension (L&P) companies use the Smith-Wilson (2000) model for the
Speaker(s): Thomas Behar (CNP assurances) Actuarial association of Europe will organize a slot with presentations and a panel discussion. The topic , 2 years of Solvency II from a European point of view, will bring together pratical experience from differ
Speaker(s): Paul Embrechts (ETH Zurich) Some personal examples On October 7, 1994, within the Department of Mathematics of the ETH Zurich, we founded RiskLab in collaboration with the banking and insurance industry. A key premise was the notion of precomp
Speaker(s): Alexander McNeil (University of York) In this talk we present some recent work on the validation of risk models using reported probability-integral-transform or PIT values. We develop a flexible framework in which backtests are constructed usi
Speaker(s): Eberhard Müller (riskmueller consulting GmbH), Dave Sandberg (Allianz), Sam Gutterman (self-employed), Stuart Wason Presentation on IAA Risk Book
Speaker(s): Benjamin Weigert (Deutsche Bundesbank)
Speaker(s): Ken Beckman (Central States Indemnity) This presentation will discuss an actuarial model that offers direct financial incentives to health care providers who help reduce the prevalence of chronic disease. In contrast to most current health car
in order to maximise the effectiveness of prevention programs Speaker(s): Céline Blattner (ACTUARIS), Jean-Louis Rulliere (ISFA / Lyon1 University) Using customer behavior study to improve the rate of accession to prevention programs, and targeting
Speakers: Lisa Morgan, Anne Drouin (ILO)
Speaker(s): Juergen Fodor (Willis Towers Watson) This presentation (30 minutes) is intended to provide a comparison of the new pure DC plans in Germany - coming into effect in 2018 - with existing DC plans in other countries, in particular the Netherlands
Participant(s): Mikko Myrskyla
Speaker(s): Thomas Hagemann (Mercer Deutschland GmbH), Georg Thurnes (Aon Hewitt) This presentation (45 minutes) is intended to provide an overview about how the German DC works in practice. To understand why pure DC is such a revolution in Germany we fir
Speaker: Stefan Oecking In summer 2017 the new "pure defined contribution pension" system was introduced in Germany. This new regime is limited to Union contracts and incorporates the potential to [revolutionise employers' pensions in Germany] [totally ch
Speaker: Reiner Dietz This presentation (45 minutes) is intended to provide insights into the challenges of managing pure defined contribution (DC) assets according to the new German regulations. Before 2018, the framework of occupational pensions in Germ
Speaker: Tigran Kalberer Many, especially large and international, insurance companies use internal models for risk measurement, e.g. under Solvency II. Internal models can reflect the risk profile of insurers more adequately than the standard formula and
Speaker: Naoki Sunamoto Integrated management of capital, risk and return is essential for the contemporary ERM. The relationships between three elements are measured by three metrics: ESR, ROE and RORC. The risk adjusted return metrics represented by ROR
Speakers: Stefan Reimann, David Baumgartner Temporal clustering of events is a well-documented phenomenon for natural disasters such as winter storms, earthquakes, or floods [1,2,3,4,8]. It constitutes a footprint for memory in the arrival process.The ref
Speaker: Peter Devlin Actuary 4. 0: how will actuaries‘ careers develop given the change in the employment markets taking place? Given the predicted "end of professions", this paper will make use of the DAV study of their membership that Deloitte Ge
Speakers: Darryl Wagner, Caroline Bennet The world is changing at an increasing pace and is disrupting everything from how one orders goods and services, stays in a hotel/AirBnB, to how they take a taxi/Uber. Increasingly, this disruption is affecting the
Speakers: Lesley Traverso, Jules Gribble The actuarial profession, globally, is at a cross roads. It can continue down a 'safe' and narrow path of relying on the 'statutory castle' to provide guaranteed employment for actuaries. This carries the risk of s
Speaker: Christian Furrer We study modeling and estimation for a class of empirical Bayes models which allow for group heterogeneity in the classic Markov chain life insurance setting. Special cases of these models have previously been studied in the actu
Speakers: Kristian Buchardt, Thomas Møller We consider the problem of valuation and hedging of cash flows in life and pension insurance, where the cash flows can be dependent on the investment returns in a certain way. Examples of such cash flows a
Speaker: Petar Jevtic We consider a partial equilibrium model for pricing a longevity bond in a model with stochastic mortality intensity that affects the income of economic agents. The agents trade in a risky financial security and in the longevity bond
Speaker: Jörn Sass We analyze the effects of mandatory unisex tariffs in insurance contracts on equilibrium insurance premia and equilibrium welfare. In the European Union, these are in effect since December 2012 following a ruling of the European Co
Speaker(s): Ana Carolina Maia (UNIVERSITY OF SÃO PAULO), Joao Vinicius de Franca Carvalho (University of Sao Paulo) Anti-selection in the health insurance market can be a perverse and compromising phenomenon of insurance portfolio sustainability, w
Speaker: Douglas Andrews We argue for the introduction of an alternative home-equity-release product based on the return on a regional house-price-index. This product would provide greater access to equity release for retirement-age homeowners and provide
Speaker: Dale Hall This session will provide an overview of the latest Society of Actuaries' mortality research efforts to: update the Human Mortality Database understand data from the US Centers for Disease Control pursue the understanding of age/period/
Speakers: Johannes Lörper, Franziska Foellmer Insuring longevity is one of the most important tasks of German life insurance companies. The main products for this protection are annuities. In reserving for, designing and supervising these products, a
Speaker: Paul Murray Recent population data in some developed countries has shown a meaningful decline in mortality improvement rates. We will consider the possible causes for the decline in improvement observed, looking at the sources for the shift by ke
Speaker: Shaun Wang Cyber risk, and more broadly, data information security risk takes on increased importance in today’s digital economy. There are several challenges in quantification of cyber risks, which calls for new actuarial theories for cybe
Speaker: Holger Theismann Usually in non-life insurance prices are determined by explicit formulas. The unit costs for claims or administration and the proportional costs like commissions for agents are considered in these formulas. In case steering of pr
Speaker: Annina Saluz
Speaker(s): Caroline Grégoire (CG4 Coaching) In this presentation, the topic of actuarial and risk communication at a broader level will be handled. Actuarial/Risk reporting is surely a part of it, still actuarial and risk communication relates to
Speaker(s): Maria Heep-Altiner (Cologne University of Applied Science) All over the world, individuals and entities are exposed to risk defined as a negative deviation from their "normal" expectations - sometimes with very high economic impacts. In this c
Speaker(s): Arian Cani, Markus Binder (University of Regensburg), Markus Haas (University of St. Gallen)
Speaker(s): Fabian Winter (Munich Re) Advanced Statistical analyses can enhance traditional actuarial methods to highlight trends and behaviours which can be crucial to the running of a healthcare portfolio. This presentation outlines current new thinking
Speaker(s): Daniela Rode (RISK-CONSULTING Prof. Dr. Weyer GmbH) Digitalization is creating new business models in the insurance industry. Health insurers are striving to transform themselves from being a claims payer to being a health player. They want to
Speaker(s): Jürgen Huschens (IBM) The world and options of technology is developing at an increasing speed. While topic areas like Big Data or Real-time Analytics are starting to be digested by the Insurance Industry, new technology topics like IoT,
Speaker(s): Stuart Schulman (Conduent HR Services) The United Nations Joint Staff Pension Fund (the "Fund") is a pension scheme that covers over 120,000 active employees and over 70,000 retirees and beneficiaries from twenty-two (22) agencies in the Unite
Speaker(s): Brian Ridsdale (IAA Mortality Working Group) Over the past forty years many countries have seen a consistent trend of improving longevity. Yet in the past few years some countries have experienced a reduction in the rate of improvement, or eve
Speaker(s): Richard Herrmann (Heubeck), Cathy Love Soper (Barnett Waddingham Actuaries and Consultants Limited) Besides the discount rate longevity is the most important assumption for the value of pension obligations. Thus the actuary has to have a close
Over the last 5-10 years, more and more actuaries have recognized the importance of target-group-oriented communication of actuarial issues. If you want to become a qualified actuary, nowadays, in some countries, you have to check your communicative skill
Speaker(s): Zachary Brown (Milliman) Insurance is a tremendously important industry full of intelligent and talented people. Many of them have amazing ideas that could revolutionize the way insurance companies help people manage risk in their lives. But c
Speaker(s): Dieter Köhnlein (Mazars), Michael Tripp (Mazars LLP) In European Insurance there is an ongoing trend to source out internal functions. In general there is sufficient literature available related to the topic, less is available in the spec
Speaker: Christos Mitas We harness the flexibility and extensibility of the Bayesian Hierarchical Modelling (BHM) paradigm to understand the frequency and severity of cyber incidents relating to breach of privacy and data exfiltration. As we continuously
Speaker: Dale Hall This presentation will provide an overview of the latest SOA climate research focusing on analysis from recently completed climate risk projects. Included in the presentation is an update on the Actuaries Climate Index. Sponsored by the
Speaker(s): Sam Gutterman (self-employed) Climate change will have wide-ranging effects around the world, including on mortality, the focus of this paper, which summarizes some of the leading research around the world. It also describes possible future im
Speaker(s): Mathias Raschke (R+V Versicherung) In this contribution, statistical aspects of models for aggregated losses from natural catastrophes are discussed in the sense of scientific peer-review. It is shown, with the aid of an example of earthquake
Speaker(s): Mogens Steffensen (University of Copenhagen) We discuss the design of pension products. The theoretical context is decision making under uncertainty with notions of preferences like risk aversion, habit formation, and resolutionof uncertainty.
Speaker(s): Darius Weglarz (SCOR)
Participant(s): Peter Praet ( European Central Bank) Statement by the ECB
Participant(s): Stephen O'Hearn (PwC), Klaus Wiener (German Insurance Association), Moderation: Ken Mungan (Milliman)
Speaker(s): Marc Slutzky (Milliman), Dan Theodore (Milliman),Stuart Silverman (Milliman) Longevity risk can be described primarily as a "Tail Risk" for negative cash flows that occur years into the future after the original investment is exhausted. The se
Speaker(s): Thorsten Hiester (Allianz Lebensversicherungs-AG) The need for care is one of the most challenging issues for all countries which undergo a demographic change from younger to elderly people due the associated longevity risk. In response to thi
Speaker: Enrico Biffis In this talk I will provide a cross sectoral overview of securities lending, and then focus more explicitly on the insurance space, as well as discuss the perspective of regulators addressing the issue of systemic risk contribution
Speaker: Andrew Cairns In this session we will consider the impact of longevity risk on the solvency of life insurers. Specifically, we will consider what the options are for an insurer to manage its exposure to longevity risk. In recent years risk manage
Speaker: Yahia Salhi This article proposes a parsimonious alternative approach for modeling the stochastic dynamics of mortality rates. Instead of the commonly used factor-based decomposition framework, we consider modeling mortality improvements using a
Speaker: Andrés Villegas In the context of population aging, various types of longevity sharing retirement income products have been recently proposed. Those alternative products enable individuals to insure their idiosyncratic mortality risk while
Speaker: Jonathan Ziveyi The pricing of longevity-linked securities depends not only on stochastic processes followed by underlying factors, but also the attitude of investors towards the risk of those factors. In this research, we investigate how to deri
Speaker: Laurent Marescot Recent advances in modelling technologies are enabling the industry to manage risk and exposure better. The availability of more data to calibrate models, increasing capabilities to run models at higher resolution and faster, and
Speaker: Carina Götzen
Speaker: Bernhard Reinhardt
Speaker: Peter Sousounis
Speakers:J.-Matthias von der Schulenburg, Emile Stipp It is a well-known phenomenon that the costs for health care have increased much more than the GDP or the general inflation rate. One component of the health care cost increase is medical inflation. Ob
Speakers: Frank Wild, Christian Jacke The drug related consumption and expenses continue to increase every year. This is particularly true for private insurances (PKV) which reimburse pharmaceutical innovations. In comparison to the compulsory sickness in
Speaker(s): Dr. Christine Arentz, Frank Wild In Germany, long-term care insurance has been introduced as a pay-as-you go (PAYG) financing scheme in 1995. This system is however not sustainable with demographic change leading to a growing number of very ol
Speaker: Ian Duncan The cost of dying in is significant; in the United States, about one-third of all Medicare expenses are incurred in the last 6 months of a person's life with 8 out of 10 deaths being covered under the Medicare benefit. We discuss the c
Speakers:Denis Latulippe, Carolyn Kaiser The United Nations Joint Staff Pension Fund (UNJSPF) is a 60+ year old defined benefit plan providing retirement, disability, and death benefits to over 120,000 staff members of the United Nations and 23 other inte
Speaker: Rainer Berntzen
Participants: Peter Devlin, Gurvan Le Guern, Alf Gohdes
Speaker: Alf Gohdes -how the low investment return expectations impact the retirement savings planning of the man-in-the-street - This paper attempts to quantify the impact that lower investment return expectations have on the retirement planning of the a
Speakers: Nicola Doering, Nigel Sloam und Paul Timmins In Germany in 2009 there was a reform of the Pension Adjustment Act, which deals with pension rights in a divorce case. This new act has massively boosted the role of the actuary during this process.
Speaker: Charles Cowling The Pensions and Employee Benefits Committee of the International Actuarial Association created a working party to produce an educational monograph on the funding of DB plans and the role of actuaries. This paper looks at the fund
Speaker: Randy Bauslaugh The global occupational retirement savings deficit is reportedly $70 trillion and growing. There are common factors contributing to this deficit in developed economies, including trends towards self-employment, conversion from def
Speaker: Friedrich Loser Several claim prediction competitions on "Your Home of Data Science" kaggle.com were dominated and finally won by applying non-parametric machine learning methods, e.g. random forest and gradient tree boosting, instead of using pa
Speakers: Frank Schönfelder, Clemens Frey New techniques related to machine learning, big data and analytics gain more and more attention from the actuarial community, but also decision-makers the insurance industry. There is also a trend in the Germ
A classical construction principle for dependent failure times is to consider shocks that destroy components within a system. The arrival times of shocks can destroy arbitrary subsets of the system, thus introducing dependence. The seminal model - based o
Speaker: Mario V. Wüthrich Classical claims reserving works on so-called claims reserving triangles which are aggregated insurance portfolios. A crucial assumption in classical claims reserving is that these aggregated portfolios are sufficiently hom
Speaker: Ralf Korn
Speakers: Jessica Chen, Damjan Vukcevic Modern-day genetic research has uncovered thousands of genetic variants that are associated with greater risk of common human diseases, such as cancer, heart disease and diabetes. These variants are generally common
Speaker: Peter Banthorpe, Cathryn Lewis detailed health and lifestyle data. a study based on half a million lives in the uk biobank cohort RGA have sponsored a ground-breaking research project at King’s College London. The research focuses on predic
Speaker: Alfred Müller In the theory of risk measures expectiles have recently found increasing interest as they are the only risk measures that are coherent and elicitable. Comparing expectiles is mathematically equivalent to comparing Omega ratios,
Speaker:Stéphane Loisel In this talk, we present challenges related to understanding, modelling, hedging and monitoring longevity risk. We first describe longevity risk and its potential consequences for the insurance and pension industry. We then
Speaker: Bernhard Kaufmann The insurance industry worldwide has faced numerous changes and innovations in recent years. These essentially arise from a changing global risk landscape, digitalisation, big data and automation, new regulatory demands. This pr
Speaker: Marcel Wiedemann What if claims reserving could be done at the speed of light? We are proposing exactly that! Reserving 4.0 – our vision of real-time reserving, making it faster, more detailed as well as enhancing quality. But, why are we p
Speaker: Mathias Lindholm We introduce a complete program for the valuation of aggregate non-life insurance liability cash flows based on claims triangle data. The valuation is fully consistent with the principle of valuation by considering the costs asso
Speaker: Jürgen Fischer Munich Re is currently performing for the third time (after 2010 and 2014 and 2017) the so-called High Cost Claims analysis in the Private Health Insurance sector of Germany. A High Cost Claim (HCC) is defined as all benefits
Speaker: Hanno Reich The German legislator has introduced optional covers in German Public Health Insurance in 2007. In my presentation I will explain the background of this decision, the different products which were introduced in the market and details
Speaker: Hanno Reich Health insurance markets and systems for health insurance vary widely globally. In particular private health insurance competes with or supplements the public health system. Thus a broad range of different products are offered in the
Participants: Olav Cuiper, Alf Neumann, Andrew Rear, Corinne Trocellier, John Haley
Speakers: Didier Serre, Joanne Buckle High cost technologies, mostly targeting rare diseases and genetic disorders, are becoming a growing source of concern to public and private payers. The front-loaded budget impact of novel curative therapies, potentia
Speaker: Alexander Bohnert An analysis of underwriting risk underwriting costs and classification systems Against the background of the demographic development with an ageing society and rising life expectancies in most industrialized countries, solutions
Speaker:Assia Billig Increases in longevity and decreases in fertility have led to the aging of many countries' populations and to increases in old-age dependency ratios. At the same time, current interest rates in many countries are at very low levels. T
Speakers: Steve Bonnar,Aniketh Pittea Although declining in popularity, employment-based defined benefit pension plans (EDBPP) still are expected to provide an important source of post-retirement income to many individuals in developed countries. Such pla
Sven Wiesinger Over the last decade, a vivid market for pension block transactions has developed. Initially concentrated on the UK, market activities are spreading into increasingly more countries. Like any life and health insurance business, pension bloc
Speaker:Satraajeet Mukherjee Insurance companies deal with a lot of structured and unstructured claims data in their daily activities. With the growing popularity of big data and machine learning algorithms in other industries, there is a call for insuran
Speaker: Jurjen Boog The actuarial cycle links the core actuarial activities of non-life insurance: pricing, reserving, risk and performance management. However, in practice little communication exists between the models in each of the individual elements
Speaker: Markus Knecht It is widespread practice in short tailed lines to model the large loss activity by fitting a distribution to the empirical samples available. This method does not extend in a straight forward manner to long tailed lines as the empi
Speaker:Mario V. Wüthrich
Speaker: Loïc Berger
Speaker:Esko Kivisaari Are actuaries neutral technicians when it comes to mitigation of climate change? Actuaries have expertise in valuing the future, for example when it comes to pension liabilities - should actuaries develop expertise to take into acco
Speaker: Stefan Nörtemann Due to technological progress in connection with Actuarial Data Science and Digitalization, summarized under the buzzword Big Data, a plethora of opportunities (insurance analytics) & challenges (innovative products) for
Speaker: Mathias Ott The definition of Bitcoin late in 2009 was not recognized to be a revolution in the financial industry. About ten years later a value of more than $2.000 per bitcoin can be observed, as well as a traded volume of $300.000.000 per day.
Speaker: Sam Gutterman In 2016, the FSB asked Michael Bloomberg to chair a taskforce. With one eye on the crisis of 2008, the FSB was worried that a lack of information about (climate) risks can lead to a mispricing of assets / misallocation of capital an
Participants: Gabriel Bernardino, Yannick Hausmann, Felix Hufeld, Elise Liebers, Patrick Raaflaub, Victoria Saporta Moderation: Nils Dennstedt
Speakers: Sarah Kroemer, Wolfgang Stummer For the calculation of premiums, financial reserves, annuities, pension benefits, various benefits of social insurance programs, and many other quantities, a realistic representation of mortality rates is of funda
Speakers: Santiago Fiallos, Vincent Noel In the last century, life expectancy has increased significantly due to medical advances and changes in lifestyle. As the aged population grows, the estimation and the modelling of mortality rates at very old ages
Speaker: Martin Genz There exists a variety of literature on the question how the age distribution of deaths changes over time as life expectancy increases. However, corresponding terms like extension, compression, or rectangularization are sometimes defi
Speaker: Johannes Schupp Due to the observed and persistently strong improvements in life expectancy, the estimation of future mortality improvements and trends by actuaries and demographers gains more and more social and financial importance. Often, (sto
Speakers: Ayse Arik, Andrew Cairns Pension buy-out is a special financial asset issued to offload the pension liabilities holistically in exchange for an upfront premium. In this paper, we concentrate on the pricing of pension buy-outs under dependencebet
Speaker: Yosuke Goto With the recent progresses such as the enforcement of Solvency II in Europe, the publication ICS version 1.0 and development of ERM, needs for timely calculation of indicators with huge computation is growing (e.g. risk measurements o
Speaker: Astrid Seltmann As marine insurance is usually no issue at actuarial conferences, I propose to give an overview over the global marine insurance market and its characteristics, challenges and opportunities with specific focus on issues relevant t
Participants: Olaf Cuiper, Corinne Trocellier, Alf Neumann, Andrew Rear, John Haley
Speakers: Shu Yi Lim, Nicholas Chee Lek Yeo Actuaries calculate ultimate loss by employing various standard actuarial techniques combined with expert judgment. These calculations are often manual and time-consuming. Judgments are biased. To ensure the act
Speaker: Ana Mata This research paper fills the void in the currently available actuarial literature related to information required by the reinsurance underwriter but often lacking when pricing property per risk coverages worldwide. Results from surveys
Speakers: Lukas Hahn, Marc Linde Projection of own funds and capital requirements over a multi-year horizon has become a fundamental component in modern risk- and value-based business planning and regulatory requirements for insurance companies. For examp
Speaker: Peter Vekas Hunt and Blake (2015) and Villegas et al. (2016) have recently created an attractive unifying framework of several popular mortality forecasting techniques (including the Poisson variant of the famous Lee - Carter model as well as the
Speaker: Alexander Bohnert This paper proposes a system for the automatic adjustment of pension benefits taking into account the mortality risk of the dependency level of the beneficiary. To that end a simplified multi-state Markov chain model is included
Speaker(s): Dirk Kuijpers
Speaker: Marian Elliott Across the world, various regulatory frameworks are in place for appropriate measurement and management of risk; indeed IORPII mandates a separate risk management function as well as an “own risk assessment”. But how sh
Speaker(s): Steve Cheung (Ernst & Young) After twenty years of deliberating, the IASB released the final IFRS 17 Standard on May 18, 2017. By setting January 1, 2021 as the mandatory effective date, the IASB grants insurance companies 3.5 years to imp
Speaker(s): Kudzai Chigiji, Michael Tichareva This presentation will be to discuss how the banking practice was developed in South Africa. A detailed view of the events will be provided, including the development of the team that was instrumental during t
Speaker(s): Sabrina Link Private long-term care (LTC) insurance protects against costs which arise from a care need. It pays when the insured is too frail to care for themselves without the physical assistance of another person even when using assistive d
Speaker:Ibrahim Muhanna While current demographic and economic changes have implications for both pension and healthcare schemes, addressing financial sustainability of health care systems entails a somewhat distinctive approach. Throughout this paper we
Speaker(s):Satraajeet Mukherjee, Anitya Ajmani Claims leakage is defined as the difference between the actual claim payment made and the amount that should have been paid if all industry leading practices were applied. Leakage is caused by deviations from
Speaker(s): Stephen Bishop Forecasting Medical Trends remains one of the most significant components of healthcare pricing. This presentation analyses the sources of trend from utilisation effects to provider behaviour, and in addition summarises commonly
Speaker(s): Carmen Fernandez In July 1997 a new pension scheme for workers affiliated to the Mexican Social Security Institute (IMSS) came into force. For twenty years the pension system has had adaptations and reforms in its operation. At its inception,
Speaker(s): Ralf Knobloch The populations is aging in most countries.The over 65 group (the traditional fixed age for 'retirement') is growing rapidly, in absolute terms and relative to the population.This group's wealth is also growing rapidly. Yet the c
Speaker(s): Farid Flici Maintaining retirement systems stability becomes a big challenge for all countries. Such sustainability is widely related to a set of elements changing over time as population structure, longevity, employment and affiliation to soc
We discuss the statistical modeling cycle. This discussion highlights on how to enhance classical generalized linear models by neural network features. On the way to get there, we mention traps and pitfalls that need to be avoided to get good statistical
Universal Life (UL) is a widespread type of personal insurance in many countries around the world. lts design combines the protection of bife insurance with the income provided by investment funds, through profit sharing, transparency of individual accoun
This paper presents how the IT and actuarial science have evolved in parallel since antiquity, and how the recent speed up of IT evolution could revolution actuarial science: is it today easier for an actuary to pick up machine learning than it is for a d
The comparison of different algorithms for insurance pricing exercise is a task that relies heavily on the data sample used. There are two options: real data and synthetic data. A critical issue with the real data is the lack of information of the exact u
“Mean-variance hedging of unit linked life insurance contracts in a Levy model“ (joint work with Frank Bosserhoff and Mitja Stadje) In this paper, we consider a mean variance optimization problem in a Levy market. To model the typical life ins
A measure to analyse the interaction of contracts in a heterogeneous life insurance portfolio (joint work with Stefan Graf and Alexander Kling) Because of the long-term nature of life insurance policies including interest rate guarantees and the current l
RGA's Klaus Mattar discusses RGA's commitment to supporting the advancement of the actuarial profession, and the company's decision to sponsor actuview. The introduction includes a preview of RGA insights that will be shared thoughout 2019.
RGA webcast series | part 1/4 In this first in a series of four webcasts, Peter Banthorpe, Global Head of Research and Data Analytics at RGA, discusses the huge growth in direct-to-consumer (DTC) genetic testing, regulatory policies to control genetic dis
RGA webcast series | part 2/4 Dr Richard Russell, Lead Health Data Scientist at RGA, explores the latest genetics research concerning human susceptibility to disease and examines the pertinent question: can genetic information transform clinical risk asse
RGA webcast series | part 3/4 Professor Cathryn Lewis, from King’s College London, outlines details of a research collaboration with RGA investigating the importance of genetic information to predict morbidity and mortality outcomes. Professor Lewis
RGA webcast series | part 4/4 Peter Banthorpe, Global Head of Research and Data Analytics at RGA, discusses the results of RGA’s research study with King’s College London and the implications for genetic anti-selection in protection insurance.
Actuaries of the future will need to look at their skill sets and think about what is relevant. This presentation will cover trends that are changing the work of an actuary, such as: * Ever present technological advances and changes are driving a changing
The Lee-Carter model is a fundamental approach to forecasting mortality rates of a single population. Although extensions of the model to forecasting rates for multiple populations have recently been proposed, the structure of these extended models is har
In the last decade or two we have witnessed a bifurcation in the market for longevity risks as specialist insurers have started to distinguish between impaired lives and others. The distinction has given rise to impaired lives’ annuity terms that ar
The rate of mortality improvements has slowed in many countries, with a more pronounced impact in the UK than in many other countries. We present analysis of the most recent trends, considering both cause of death and - as a measure of socio-economic grou
Standardization and automation are catch phrases that have echoed in the actuarial profession for decades. Yet the drive for more efficient processes is a dream for senior management that quickly turns into a nightmare for the very actuaries that are aske
The need for stochastic modelling is on the rise globally in the pension, life insurance and investment industries due to both an increase in regulation and a natural requirement for stochastic analysis in modelling exercises. Research in the area of stoc
Longevity risk can be described primarily as a "Tail Risk" for negative cash flows that occur years into the future after the original investment is exhausted. The setting of assumptions for future longevity requires a new approach that recognizes and qua
The Holy Grail of objective valuation of assets and liabilities promised over recent decades remains lost for many operating in geographies without complete, deep and liquid markets. The maturity of financial and insurance markets varies across Africa, bu
This presentation outlines some of the significant additional challenges in adopting IFRS 17 faced by insurers operating in developing countries as compared to those in developed countries. These challenges include setting discount rates in the absence of
This workshop will focus on Diversity in the profession to achieve growth and relevance for actuaries as we formulate The Modern Actuary. We believe diversity of thought is a key enabler for creating a stronger profession. The key is putting together dive
Actuaries making a difference on the global stage: this workshop will explore how actuaries are using their business and problem solving skills to contribute to the UN’s 17 global goals for sustainable development. We will look at examples from acro
Actuaries find themselves more and more often playing roles that fall on the edge of or outside of our traditional ambit. Hence the actuary'srole as thought leader becomes more critical. Nowhere is this more important than in the realm of public policy, w
Contexte : Comment estimer les provisions mathématiques d’un portefeuille de contrats vie-DECES dans un contexte d’insuffisance et de non cohérence des donnés Il faut donc penser à des techniques MIXTES utilisant de
The IAA’s PG1 Principles of Professionalism contains a provision that members should act in the public interest. This is replicated in the Code of Professional Conduct of the Actuarial Society of South Africa, which is the primary normative standard
For some years now, Data Science and Machine Learning has entered the world of actuarial science and is shaking up traditional practices. Machine Learning is usually opposed to conventional statistical methods: in many actuarial works dealing with Data Sc
The requirement for a good internal actuarial Governance Structure is becoming increasingly pertinent and relevant, not only in Africa, but also internationally. The presentation's key theme revolves around a well known aviation case study, which shows ho
Insurance penetration rates in emerging markets are still considerably less than in developed countries with the majority of the population remaining uninsured. There are a number of supply and demand side factors, which have led to an underinsured popula
Under risk-based capital frameworks, like Solvency II and SAM, risk and capital management have effectively become one and the same thing. Investors may therefore expect insurers to generate the same returns for less capital by improving how they manage t
Artificial intelligence, big data, the Internet of Things, machine learning, and instant analytics appear to spell doom for any profession involving numbers and analysis. But our future is not an apocalyptic movie: emerging technologies will change our jo
In this article, We prove the reliability of hybrid models in loss reserving, especially when the data contain fuzziness for example when the claims are related to body injures [34]. We estimate a hybrid log-linear model (log-Poisson) using the fuzzy leas
Following the implementation of Solvency 2 in Europe and other parts of the world, many (re)insurance companies decided to put in place Internal Models. The central part of an internal model is its aggregation tree and the calibration of the aggregation t
The IASB accounting standard for insurance contracts, IFRS 17, is expected to bring significant changes in the recognition of income and balance sheet valuation of insurance contracts as well as in the requirement for disclosures. This ASTIN Working Group
I will present the results obtained by Working Party "Automated cars and insurance". This Working Party is directed by Sara Landini, Kyriaki Nousia and Przemyslaw Klusik and it is joint cowork of ASTIN and AIDA. The topics are following: identification of
Cellular automata can be viewed as special cases of agent-based models. It is compelling to observe through them the emergence of complex phenomena from extremely simple rules in very few parameters. We shall illustrate how they can be used as alternative
This project works with the risk model introduced by Li et al.(2015) and quests modelling, estimating and pricing insurance for risks brought in by innovative technologies, or some other emerging risks. The model considers together two different risks str
Estimates based on World Bank data indicated that about 50% of the global population (about 2.5 billion) have no access to formal financial services. It is estimated that globally there are currently about 500 million inclusive insurance policyholders. Th
The estimation of claim and premium reserves is a key component of an actuary's role and plays a vital part of any insurance company's operations. In practice, such calculations are complicated by the stochastic nature of the claims process as well as the
“Brandon Does Diffraction” The Actuarial Society of South Africa has implemented a new outcomes-based Continuing Professional Development process. Based on survey results just out, members feel overwhelmingly that it is a useful exercise that
Late joiner penalties as stipulated in the Medical Schemes Act (MSA) – how should these be structured? The purpose of the discussion will be to unpack the late joiner penalties. This will focus on both the funder side as well as the beneficiary side
The original meaning of the work “Actuary” is clerk. It comes from the Latin for account keeper, deriving from actus, “public business”. While the majority of modern day health actuaries find themselves working in the private secto
There are a wide range of Reserving methods out there, but due to time constraints and prior preferences, actuaries very often confine themselves to a single or minimal number of methods in their work. As certain trends very often invalidate the underlyin
Moderator: Adrian Baskir (who is submitting this abstract) Panelists will cover different markets with (at least) one each from: The Americas/USA UK/Europe Asia Africa/ Middle East: They will comprise: An academic (actuary) A leading Chief Actuary at a He
Health insurance risk pools that are structured on social solidarity principles are particularly susceptible to anti-selection. This paper will present evidence of the effects of anti-selection with particular reference to the South African medical scheme
A joint presentation by a health care actuary at one of South Africa's leading managed care companies, Medscheme, and a high profile scientist, clinician, professor, sportsman and acclaimed author, Prof Tim Noakes. The low-carbohydrate, high-fat diet, oft
International health systems can vary considerably – each with its own peculiarities, intricacies and often its own language and terminology. This can lead to challenges for the portability of ideas making it harder for actuaries working in one heal
IPMI is a comprehensive insurance product to cover medical cost worldwide and appealed to a niche market. Policyholders have the flexibility to see a preferred doctor close to home or specialist in another country. The purpose of the study is to understan
“Brandon Does Diffraction” The Actuarial Society of South Africa has implemented a new outcomes-based Continuing Professional Development process. Based on survey results just out, members feel overwhelmingly that it is a useful exercise that
“The health care and life sciences industries are in transition from reactive and largely episodic models of care that are proving increasingly costly and inefficient to operate, to care models that are proactive, digitally-enabled and deliver bette
The aim of our work is to propose a methodology for modeling the dependency between different non-life insurance portfolios through the risk factors behind such portfolios. As in reality it is difficult to build an explicit model for the risk factors and
In this paper, we consider the computation of risk measures, such as the VaR and the TVaR, for a portfolio of n dependent losses assuming that the marginal distributions of the loss random variables are known but that the dependence structure is only know
Actuarial risk classification is usually performed at a guarantee and policyholder level: For each policyholder, the claim frequencies corresponding to each guarantee are modelled in isolation, without accounting for the correlation between the different
Shrinkage methods like Lasso or Ridge regression are a valuable extension of classical general linear models (GLM). By their capability of continuous variable selection they can help automating parts of the actuarial workflow. In contrast to most other ma
To meet all future claims rising from policies, it is requisite to quantify the outstanding loss liabilities. Loss reserving methods based on aggregated data from run-triangles are predominantly used to calculate the claims reserves. Conventional reservin
With an annual European average market loss of roughly €4.4 billion, extratropical cyclones constitute one of the major risks insurers face, especially when these storms come in succession. “Storm clustering” happens when two or more stor
The aim of this paper is to calibrate and compare different Machine Learning techniques (or ML) for one of the most complex and relevant behavior observable in the Insurance Market: the Conversion Rate. The selected perimeter is the Motor Third Party Liab
In this article, we provide theoretical justifications for the use of convex combinations of quantile functions in order to combine experts' (or softwares) models. We assume that the experts' estimates are given in the form of two probability measures &mu
Modern Insurance Capital Standards such as the South African SAM, the European Solvency II, or the global ICS usually describe methods to measure the company's risk accompanied by minimum requirements on the company's own funds. Usually the company's risk
The envisaged presentation (in the area of flatrated fleets) will start from the calculation of the (actuarially correct) technical premium and will then deal with the commercial premium which is directly derived from the former one and subsequently adjus
It is time for the actuary and the insurance industry to review and redefine the strategies employed to enabling access to the uninsured markets in South Africa. With the client being the core of the strategy and we must start engaging with our communitie
The estimation of the likelihood of rare events poses a significant problem for classification problems in machine learning. This occurs when one of the target classes has a majority number of instances concentrated to it compared to the minority class. T
The rapid convergence of the skilled human with the intelligent machine is changing business models and transforming the playing field at breathtaking speed. It is no longer a question of “what if” but rather one of “so how”. It is
Although discrimination based on factors such as age, sex, socio economic class and health status is normally prohibited by law, such discrimination is an accepted practice in the risk assessment in life insurance underwriting. Voluntary private insurance
Following ten years of research, two principle contributory factors to our inability to model the future accurately. The first of these is the manifestation of trends and developments which have not been observed before. The lack of data on such events po
The Actuarial Society of South Africa has implemented a new outcomes-based Continuing Professional Development process. Based on survey results just out, members feel overwhelmingly that it is a useful exercise that adds real value. In this session, Actua
Rapid advances in Artificial Intelligence and Machine Learning are creating products and services with the potential not only to change the environment in which actuaries operate, but also to provide new opportunities within actuarial science. These advan
The development of new mathematical techniques, the improvement of computer processing power and the increased availability of possible explanatory variables has changed the way companies model their risks. This has caused the financial industry to move t
Recent years have seen the emergence of a lot of research on the application of machine learning techniques in actuarial science. In particular, there has been a noticeable amount of papers regarding machine learning applied to P&C Loss Reserving. Ove
Fraud Management is inevitable to insurance companies as this informs the level of risk covered which in turn affects the premiums being charged. Over the years, with evolution of fraud detection methods, perpetrators of fraud have also been evolving thei
When we think ‘modern actuary’, our minds jump to ‘Big Data, ‘Machine Learning, ‘AI’ and a futuristic world where technology reigns supreme. While the world may be moving in this direction, healthcare systems around the
While current demographic and economic changes have implications for both pension and healthcare schemes, addressing financial sustainability of health care systems entails a somewhat distinctive approach. Throughout this paper we will propose a framework
Resilienz und Generationengerechtigkeit in kollektiven Beitragszusagen Prof. Dr. Oskar Goecke (TH Köln)
"Wie schütze ich mein Unternehmen richtig gegen Cyber-Attacken?“ (in German language) Dirk Backofen (T-Systems)
Panel discussion „Altersvorsorge in Deutschland: Zwischen staatlicher Vollkasko und mehr Eigenverantwortung“ Moderator: Philipp Krohn (FAZ), Panelists: Matthias Birkwald (Dt. Bundestag), Prof. Eckart Bomsdorf (Uni Köln), Vanessa Niemann (
Pricing von Cyber-Versicherungsverträgen in einem Netzwerkmodell Kerstin Weske (University of Hannover)
Mortality models for Multiple Populations Torsten Kleinow (Heriot-Watt University, Edinburgh)
The global longevity risk transfer market Prof. Dr. David Blake (Pension Institute London)
"Neuronale Netze – Was Aktuare schon lange wissen und noch wissen sollten“ Prof. Dr. Ralf Korn (TU Kaiserslautern), afterwards: Discussion with Prof. Korn and Daniela Rode (Ausschuss Krankenversicherung), lead by Dr. Guido Bader (DAV)
Applying a Mark-to-Market approach to evaluate the fair value of the insurer's commitment (best-estimate) for a saving French contract in €, implies having the prices of options and guarantees of insurance policies. Since this informatio
A multiline aggregate reinsurance contract is a popular reinsurance cover that can be adjusted to the needs of an insurance company. The last decade has seen many European cedants considering and opting for this non-traditional reinsurance cover in order
The European life insurance industry must adapt in order to survive a stagnant economic environment characterized by low interest rates and a volatile sovereign risk. New regulatory changes under Solvency 2 and IFRS 17 combined with new disruptive technol
Slowing population mortality improvement trends have been evident in many countries in recent years, making forecasting mortality improvements in the short-term more difficult for actuaries. In this webcast, Peter Banthorpe presents a summary of this phen
In the presentation, I will give an overview of topics that need to be considered for for non-life (re-)insurance companies. In particular, the presentation will cover the following topics: - Brief introduction of the Building Block Approach (BBA) and the
What are the knowledge and skill requirements for actuaries? What are functions and professional roles that are requested due to recent developments like digital transformation? These questions are examined by analyzing job advertisements in Germany, Aust