Ermanno Pitacco - Academia.edu (original) (raw)

Papers by Ermanno Pitacco

Research paper thumbnail of Premium Systems for Post-Retirement Sickness Covers

In this paper the problem of funding medical ex- penses covers for the elderly in the presence of... more In this paper the problem of funding medical ex- penses covers for the elderly in the presence of longevity risk is studied. Different premium systems are considered and the relevant riskiness is evaluated. The evaluation of the riskiness is performed assuming deterministic mortality trends as well as allowing for the randomness inherent in any trend forecast.

Research paper thumbnail of Modelling Longevity Dynamics for Pensions and Annuity Business

Mortality improvements, uncertainty in future mortality trends and the relevant impact on life an... more Mortality improvements, uncertainty in future mortality trends and the relevant impact on life annuities and pension plans constitute important topics in the field of actuarial mathematics and life insurance techniques. In particular, actuarial calculations concerning pensions, life annuities and other living benefits (provided, for example, by long-term care insurance products and whole life sickness covers) are based on survival probabilities which necessarily extend over a long time horizon. In order to avoid underestimation of the related liabilities, the insurance company (or the pension plan) must adopt an appropriate forecast of future mortality. Great attention is currently being devoted to the management of life annuity portfolios, both from a theoretical and a practical point of view, because of the growing importance of annuity benefits paid by private pension schemes. In particular, the progressive shift from defined benefit to defined contribution pension schemes has in...

Research paper thumbnail of Introduction to the actuarial theory of insurance of persons

Research paper thumbnail of Safe-side requirements in life insurance: a corporate perspective

Safe-side requirements concern the assumptions used to calculate premiums in relation to a set of... more Safe-side requirements concern the assumptions used to calculate premiums in relation to a set of more realistic assumptions. Roughly, safe-side requirements express the capability of premiums to generate positive margins. In a strictly actuarial framework, safe-side requirements are given in terms of some notion of expected profit, calling for assumptions that let such profit be nonnegative. An expected profit of zero, however, is not a realistic aim for the insurer. We investigate the notion of conservative assumptions by adopting a unconventional approach. Our focus is the management of the financial resources coming both from premiums and from shareholders’ capital. This leads to a general structure that includes as particular cases the results obtainable in a strictly actuarial environment.

Research paper thumbnail of Inference about Mortality Improvements in Life Annuity Portfolios

Recent mortality trends lead to the use of projected mortality tables when pricing and reserving ... more Recent mortality trends lead to the use of projected mortality tables when pricing and reserving for life annuities (as well as for other living benefits, such as Long Term Care benefits, whole life sickness benefits, etc.). However mortality patterns continuously evolve along time, so that any projection might reveal weak when used for pricing new annuities and reserving for in-force business. Hence, adjustments must be made in pricing and reserving bases. Monitoring mortality provides data, while an appropriate inferential model should constitute the structure underpinning the adjustment procedure. In this paper, inference about portfolio mortality trends is first focussed. Then, a Bayesian inferential model is proposed, aiming at mortality adjustments based on prior information and statistical evidence. Numerical examples illustrate the inferential mechanism. Finally, some actuarial applications are proposed.

Research paper thumbnail of Adoption of projected mortality table for the Slovenian market using the Poisson log-bilinear model to test the minimum standard for valuing life annuities

For the best estimate of life annuity provisions, the longevity risk of the insured population mu... more For the best estimate of life annuity provisions, the longevity risk of the insured population must be estimated. In this article, we present an application of the Poisson logbilinear model to construct life annuity tables for the Slovenian market. As data on the selection effect of annuity owners are not available for the Slovenian market, we have used selection statistics from UK data. We then compare those tables with the German annuity tables DAV 1994 R, which are the current minimum standard for valuing annuity-related liabilities in Slovenia. It is shown that current minimum standard underestimate longevity risk of the insured population in Slovenia by 2-4%.

Research paper thumbnail of Premium Indexing in Lifelong Health Insurance

Far East Journal of Mathematical Sciences

For lifelong health insurance covers, medical inflation not incorporated in the level premiums de... more For lifelong health insurance covers, medical inflation not incorporated in the level premiums determined at policy issue requires an appropriate increase of these premiums and/or the corresponding reserves during the term of the contract. In this paper, we investigate

Research paper thumbnail of Stochastic Models for Disability: Approximations and Applications to Sickness and Personal Accident Insurance

SSRN Electronic Journal, 2000

In actuarial practice, the main calculations for insurance covers in the health care area, person... more In actuarial practice, the main calculations for insurance covers in the health care area, personal accident and sickness insurance in particular, are commonly based on simplified methods, whose probabilistic assumptions are often not enough clear. In this paper, starting from a rather general structure for the disability process, we show that reasonable approximations lead to the multistate model. Thus, we first show that, since the features of the multistate model allow for several disability degrees, a rigorous modelling for personal accident insurance can be obtained; in this context, risk factors (and hence rating factors) can be represented by an appropriate choice of the transition intensities. Secondly, as the multistate model provides a sound framework for interpreting practical calculation methods used in the health insurance area, we revise some pricing formulae for personal accident and sickness insurance used in practice, so to highlight the main underlying probabilistic assumptions.

Research paper thumbnail of Finance in life insurance: linking benefits to the investment performance

Introduction to Insurance Mathematics, 2010

The life insurance products described in the previous chapters are characterized by fixed benefit... more The life insurance products described in the previous chapters are characterized by fixed benefits (and premiums), i.e. the amount of benefits and premiums is stated at issue.

Research paper thumbnail of Pension plans: technical and financial perspectives

Introduction to Insurance Mathematics, 2010

ABSTRACT In this Chapter we examine some features of private pension programmes, namely those arr... more ABSTRACT In this Chapter we examine some features of private pension programmes, namely those arrangements providing a post-retirement income in addition to the public pension. As we will see, a private pension plan can be designed either on an individual or a group basis. Although in the modern forms the funding of benefits is always realized on individual basis, group pension plans allow for a funding arrangement based on solidarity principles. The post-retirement income is the basic benefit of a pension plan; however, several rider benefits can be underwritten, covering risks to which an individual is exposed either before or after retirement.

Research paper thumbnail of Non-life insurance: pricing and reserving

Introduction to Insurance Mathematics, 2010

ABSTRACT The purpose of this Chapter is to introduce the fundamentals of the actuarial valuation ... more ABSTRACT The purpose of this Chapter is to introduce the fundamentals of the actuarial valuation of non-life insurance covers. First we give an overview of the contents of non-life insurance products, then we focus on premium calculation and reserving issues. While numerical examples are provided, specific covers are not dealt with in detail. To develop premiums and reserves for specific lines of business, further reading is required (some suggestions are provided in Sect. 9.13).

Research paper thumbnail of Reserves and profits in a life insurance portfolio

Introduction to Insurance Mathematics, 2010

ABSTRACT When shifting from individual reserves to the portfolio reserve, various specific proble... more ABSTRACT When shifting from individual reserves to the portfolio reserve, various specific problems arise, although many basic ideas about the individual reserving process keep their validity. In particular, as in the individual case, the portfolio reserve can be looked at under two different perspectives: • an amount which quantifies the expected insurer’s liability for future benefits, net of future premiums; • assets, provided by the accumulation of (part of) the premiums, facing the liability mentioned above.

Research paper thumbnail of Longevity risk and life annuity reinsurance

Research paper thumbnail of Variable Annuities: Risk Identification and Risk Assessment

Life annuities and pension products usually involve a number of ‘guarantees’, such as, e.g., mini... more Life annuities and pension products usually involve a number of ‘guarantees’, such as, e.g., minimum accumulation rates, minimum annual payments and minimum total payout. Packaging different types of guarantees is the feature of the so-called Variable Annuities. Basically, these products are unit-linked investment policies providing deferred annuity benefits. The guarantees, commonly referred to as GMxBs (namely, Guaranteed Minimum Benefits of type ‘x’), include minimum benefits both in case of death and survival. Following a Risk Management-oriented approach, this paper first aims at singling out all sources of risk affecting Variable Annuities (‘risk identification phase’). Critical aspects arise from the interaction between financial and demographic issues. In particular, the longevity risk may have a dramatic impact on the technical equilibrium of a portfolio. Then, we deal with risk quantification (‘risk assessment phase’), mostly via stochastic simulation of financial and demo...

Research paper thumbnail of Funding Sickness Benefits for the Elderly

This paper analyses how the longevity risk affects sickness insurance. In particular, the problem... more This paper analyses how the longevity risk affects sickness insurance. In particular, the problem of funding medical expenses covers for the elderly is studied. Different premium systems are considered and the relevant riskiness is evaluated. The evaluation of the riskiness is performed using a deterministic projected survival function as well as considering the randomness inherent in any projection procedure.

Research paper thumbnail of Life insurance: reserving

Introduction to Insurance Mathematics, 2010

ABSTRACT The insurer’s debt position, which is an obvious implication of the single premium arran... more ABSTRACT The insurer’s debt position, which is an obvious implication of the single premium arrangement, must be realized also when other premium arrangements are adopted. This need clearly emerged in Sect. 4.4.1. We recall that an asset accumulation - decumulation process develops, throughout the policy duration, against the insurer’s debt position. A technical tool for assessing the insurer’s debt is provided by the socalled mathematical reserve.

Research paper thumbnail of Life insurance: pricing

Introduction to Insurance Mathematics, 2010

ABSTRACT A short description of the main features of life insurance products is provided in this ... more ABSTRACT A short description of the main features of life insurance products is provided in this Section, which mainly aims at paving the way to premium calculation and other quantitative assessments.

Research paper thumbnail of Risks and insurance

Introduction to Insurance Mathematics, 2010

ABSTRACT The main purposes of this Chapter are: • to present the concept of individual “risk”, fo... more ABSTRACT The main purposes of this Chapter are: • to present the concept of individual “risk”, focussing in particular on quantitative aspects of the (negative) financial consequences of some events which can concern a person, a family, a firm, and so on; • to introduce the role of an insurance company (briefly, an insurer), which takes individual risks, building up a “pool”, and then bears the risk of losses caused by an unexpected number of events in the pool, or by an unexpected severity of the financial consequences of such events.

Research paper thumbnail of Life insurance: modeling the lifetime

Introduction to Insurance Mathematics, 2010

When writing insurance contracts, the insurer takes risks originating from various causes. In lif... more When writing insurance contracts, the insurer takes risks originating from various causes. In life insurance, causes of risk relate to financial aspects (e.g. investment yield, inflation, etc.), demographical aspects (e.g. lifetimes of policyholders, lapses and surrenders, etc.), expenses. In this Section we are dealing with demographical aspects only, focussing on policyholders’ lifetimes, which in turn determine the frequency of death in a portfolio.

Research paper thumbnail of Stochastic Mortality

Research paper thumbnail of Premium Systems for Post-Retirement Sickness Covers

In this paper the problem of funding medical ex- penses covers for the elderly in the presence of... more In this paper the problem of funding medical ex- penses covers for the elderly in the presence of longevity risk is studied. Different premium systems are considered and the relevant riskiness is evaluated. The evaluation of the riskiness is performed assuming deterministic mortality trends as well as allowing for the randomness inherent in any trend forecast.

Research paper thumbnail of Modelling Longevity Dynamics for Pensions and Annuity Business

Mortality improvements, uncertainty in future mortality trends and the relevant impact on life an... more Mortality improvements, uncertainty in future mortality trends and the relevant impact on life annuities and pension plans constitute important topics in the field of actuarial mathematics and life insurance techniques. In particular, actuarial calculations concerning pensions, life annuities and other living benefits (provided, for example, by long-term care insurance products and whole life sickness covers) are based on survival probabilities which necessarily extend over a long time horizon. In order to avoid underestimation of the related liabilities, the insurance company (or the pension plan) must adopt an appropriate forecast of future mortality. Great attention is currently being devoted to the management of life annuity portfolios, both from a theoretical and a practical point of view, because of the growing importance of annuity benefits paid by private pension schemes. In particular, the progressive shift from defined benefit to defined contribution pension schemes has in...

Research paper thumbnail of Introduction to the actuarial theory of insurance of persons

Research paper thumbnail of Safe-side requirements in life insurance: a corporate perspective

Safe-side requirements concern the assumptions used to calculate premiums in relation to a set of... more Safe-side requirements concern the assumptions used to calculate premiums in relation to a set of more realistic assumptions. Roughly, safe-side requirements express the capability of premiums to generate positive margins. In a strictly actuarial framework, safe-side requirements are given in terms of some notion of expected profit, calling for assumptions that let such profit be nonnegative. An expected profit of zero, however, is not a realistic aim for the insurer. We investigate the notion of conservative assumptions by adopting a unconventional approach. Our focus is the management of the financial resources coming both from premiums and from shareholders’ capital. This leads to a general structure that includes as particular cases the results obtainable in a strictly actuarial environment.

Research paper thumbnail of Inference about Mortality Improvements in Life Annuity Portfolios

Recent mortality trends lead to the use of projected mortality tables when pricing and reserving ... more Recent mortality trends lead to the use of projected mortality tables when pricing and reserving for life annuities (as well as for other living benefits, such as Long Term Care benefits, whole life sickness benefits, etc.). However mortality patterns continuously evolve along time, so that any projection might reveal weak when used for pricing new annuities and reserving for in-force business. Hence, adjustments must be made in pricing and reserving bases. Monitoring mortality provides data, while an appropriate inferential model should constitute the structure underpinning the adjustment procedure. In this paper, inference about portfolio mortality trends is first focussed. Then, a Bayesian inferential model is proposed, aiming at mortality adjustments based on prior information and statistical evidence. Numerical examples illustrate the inferential mechanism. Finally, some actuarial applications are proposed.

Research paper thumbnail of Adoption of projected mortality table for the Slovenian market using the Poisson log-bilinear model to test the minimum standard for valuing life annuities

For the best estimate of life annuity provisions, the longevity risk of the insured population mu... more For the best estimate of life annuity provisions, the longevity risk of the insured population must be estimated. In this article, we present an application of the Poisson logbilinear model to construct life annuity tables for the Slovenian market. As data on the selection effect of annuity owners are not available for the Slovenian market, we have used selection statistics from UK data. We then compare those tables with the German annuity tables DAV 1994 R, which are the current minimum standard for valuing annuity-related liabilities in Slovenia. It is shown that current minimum standard underestimate longevity risk of the insured population in Slovenia by 2-4%.

Research paper thumbnail of Premium Indexing in Lifelong Health Insurance

Far East Journal of Mathematical Sciences

For lifelong health insurance covers, medical inflation not incorporated in the level premiums de... more For lifelong health insurance covers, medical inflation not incorporated in the level premiums determined at policy issue requires an appropriate increase of these premiums and/or the corresponding reserves during the term of the contract. In this paper, we investigate

Research paper thumbnail of Stochastic Models for Disability: Approximations and Applications to Sickness and Personal Accident Insurance

SSRN Electronic Journal, 2000

In actuarial practice, the main calculations for insurance covers in the health care area, person... more In actuarial practice, the main calculations for insurance covers in the health care area, personal accident and sickness insurance in particular, are commonly based on simplified methods, whose probabilistic assumptions are often not enough clear. In this paper, starting from a rather general structure for the disability process, we show that reasonable approximations lead to the multistate model. Thus, we first show that, since the features of the multistate model allow for several disability degrees, a rigorous modelling for personal accident insurance can be obtained; in this context, risk factors (and hence rating factors) can be represented by an appropriate choice of the transition intensities. Secondly, as the multistate model provides a sound framework for interpreting practical calculation methods used in the health insurance area, we revise some pricing formulae for personal accident and sickness insurance used in practice, so to highlight the main underlying probabilistic assumptions.

Research paper thumbnail of Finance in life insurance: linking benefits to the investment performance

Introduction to Insurance Mathematics, 2010

The life insurance products described in the previous chapters are characterized by fixed benefit... more The life insurance products described in the previous chapters are characterized by fixed benefits (and premiums), i.e. the amount of benefits and premiums is stated at issue.

Research paper thumbnail of Pension plans: technical and financial perspectives

Introduction to Insurance Mathematics, 2010

ABSTRACT In this Chapter we examine some features of private pension programmes, namely those arr... more ABSTRACT In this Chapter we examine some features of private pension programmes, namely those arrangements providing a post-retirement income in addition to the public pension. As we will see, a private pension plan can be designed either on an individual or a group basis. Although in the modern forms the funding of benefits is always realized on individual basis, group pension plans allow for a funding arrangement based on solidarity principles. The post-retirement income is the basic benefit of a pension plan; however, several rider benefits can be underwritten, covering risks to which an individual is exposed either before or after retirement.

Research paper thumbnail of Non-life insurance: pricing and reserving

Introduction to Insurance Mathematics, 2010

ABSTRACT The purpose of this Chapter is to introduce the fundamentals of the actuarial valuation ... more ABSTRACT The purpose of this Chapter is to introduce the fundamentals of the actuarial valuation of non-life insurance covers. First we give an overview of the contents of non-life insurance products, then we focus on premium calculation and reserving issues. While numerical examples are provided, specific covers are not dealt with in detail. To develop premiums and reserves for specific lines of business, further reading is required (some suggestions are provided in Sect. 9.13).

Research paper thumbnail of Reserves and profits in a life insurance portfolio

Introduction to Insurance Mathematics, 2010

ABSTRACT When shifting from individual reserves to the portfolio reserve, various specific proble... more ABSTRACT When shifting from individual reserves to the portfolio reserve, various specific problems arise, although many basic ideas about the individual reserving process keep their validity. In particular, as in the individual case, the portfolio reserve can be looked at under two different perspectives: • an amount which quantifies the expected insurer’s liability for future benefits, net of future premiums; • assets, provided by the accumulation of (part of) the premiums, facing the liability mentioned above.

Research paper thumbnail of Longevity risk and life annuity reinsurance

Research paper thumbnail of Variable Annuities: Risk Identification and Risk Assessment

Life annuities and pension products usually involve a number of ‘guarantees’, such as, e.g., mini... more Life annuities and pension products usually involve a number of ‘guarantees’, such as, e.g., minimum accumulation rates, minimum annual payments and minimum total payout. Packaging different types of guarantees is the feature of the so-called Variable Annuities. Basically, these products are unit-linked investment policies providing deferred annuity benefits. The guarantees, commonly referred to as GMxBs (namely, Guaranteed Minimum Benefits of type ‘x’), include minimum benefits both in case of death and survival. Following a Risk Management-oriented approach, this paper first aims at singling out all sources of risk affecting Variable Annuities (‘risk identification phase’). Critical aspects arise from the interaction between financial and demographic issues. In particular, the longevity risk may have a dramatic impact on the technical equilibrium of a portfolio. Then, we deal with risk quantification (‘risk assessment phase’), mostly via stochastic simulation of financial and demo...

Research paper thumbnail of Funding Sickness Benefits for the Elderly

This paper analyses how the longevity risk affects sickness insurance. In particular, the problem... more This paper analyses how the longevity risk affects sickness insurance. In particular, the problem of funding medical expenses covers for the elderly is studied. Different premium systems are considered and the relevant riskiness is evaluated. The evaluation of the riskiness is performed using a deterministic projected survival function as well as considering the randomness inherent in any projection procedure.

Research paper thumbnail of Life insurance: reserving

Introduction to Insurance Mathematics, 2010

ABSTRACT The insurer’s debt position, which is an obvious implication of the single premium arran... more ABSTRACT The insurer’s debt position, which is an obvious implication of the single premium arrangement, must be realized also when other premium arrangements are adopted. This need clearly emerged in Sect. 4.4.1. We recall that an asset accumulation - decumulation process develops, throughout the policy duration, against the insurer’s debt position. A technical tool for assessing the insurer’s debt is provided by the socalled mathematical reserve.

Research paper thumbnail of Life insurance: pricing

Introduction to Insurance Mathematics, 2010

ABSTRACT A short description of the main features of life insurance products is provided in this ... more ABSTRACT A short description of the main features of life insurance products is provided in this Section, which mainly aims at paving the way to premium calculation and other quantitative assessments.

Research paper thumbnail of Risks and insurance

Introduction to Insurance Mathematics, 2010

ABSTRACT The main purposes of this Chapter are: • to present the concept of individual “risk”, fo... more ABSTRACT The main purposes of this Chapter are: • to present the concept of individual “risk”, focussing in particular on quantitative aspects of the (negative) financial consequences of some events which can concern a person, a family, a firm, and so on; • to introduce the role of an insurance company (briefly, an insurer), which takes individual risks, building up a “pool”, and then bears the risk of losses caused by an unexpected number of events in the pool, or by an unexpected severity of the financial consequences of such events.

Research paper thumbnail of Life insurance: modeling the lifetime

Introduction to Insurance Mathematics, 2010

When writing insurance contracts, the insurer takes risks originating from various causes. In lif... more When writing insurance contracts, the insurer takes risks originating from various causes. In life insurance, causes of risk relate to financial aspects (e.g. investment yield, inflation, etc.), demographical aspects (e.g. lifetimes of policyholders, lapses and surrenders, etc.), expenses. In this Section we are dealing with demographical aspects only, focussing on policyholders’ lifetimes, which in turn determine the frequency of death in a portfolio.

Research paper thumbnail of Stochastic Mortality