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Introduction   Motivational Examples         Generalized Traditional Life Insurance Valuation   Summary




                    Foundations of Actuarial Science
               A Generalized Introduction to Actuarial Valuations


                               Chisomo Makombo Sakala


                                       Truman State University


                                          May 7, 2012
Introduction   Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




THE ACTUARY!
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Outline



      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Outline



      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Outline



      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Outline



      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Some Terminology




               Actuary


               Financial Security System


               Economic Risks
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Some Terminology




               Actuary


               Financial Security System


               Economic Risks
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Some Terminology




               Actuary


               Financial Security System


               Economic Risks
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Examples of Financial Security Systems & Their Risks




               Insurance

                   Property and Liability InsuranceWarranty

                   Life Insurance and Annuities

                   Health Insurance
               Employee Benets

                   Retirement Benets and Pensions

                   Health and Welfare Benets

                   Group Benets
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Examples of Financial Security Systems  Their Risks




               Insurance

                   Property and Liability InsuranceWarranty

                   Life Insurance and Annuities

                   Health Insurance
               Employee Benets

                   Retirement Benets and Pensions

                   Health and Welfare Benets

                   Group Benets
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Examples of Financial Security Systems  Their Risks




               Insurance

                   Property and Liability InsuranceWarranty

                   Life Insurance and Annuities

                   Health Insurance
               Employee Benets

                   Retirement Benets and Pensions

                   Health and Welfare Benets

                   Group Benets
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Examples of Financial Security Systems  Their Risks




               Insurance

                   Property and Liability InsuranceWarranty

                   Life Insurance and Annuities

                   Health Insurance
               Employee Benets

                   Retirement Benets and Pensions

                   Health and Welfare Benets

                   Group Benets
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Examples of Financial Security Systems  Their Risks




               Insurance

                   Property and Liability InsuranceWarranty

                   Life Insurance and Annuities

                   Health Insurance
               Employee Benets

                   Retirement Benets and Pensions

                   Health and Welfare Benets

                   Group Benets
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Examples of Financial Security Systems  Their Risks




               Insurance

                   Property and Liability InsuranceWarranty

                   Life Insurance and Annuities

                   Health Insurance
               Employee Benets

                   Retirement Benets and Pensions

                   Health and Welfare Benets

                   Group Benets
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Examples of Financial Security Systems  Their Risks




               Insurance

                   Property and Liability InsuranceWarranty

                   Life Insurance and Annuities

                   Health Insurance
               Employee Benets

                   Retirement Benets and Pensions

                   Health and Welfare Benets

                   Group Benets
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Examples of Financial Security Systems  Their Risks




               Insurance

                   Property and Liability InsuranceWarranty

                   Life Insurance and Annuities

                   Health Insurance
               Employee Benets

                   Retirement Benets and Pensions

                   Health and Welfare Benets

                   Group Benets
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary


Time Value of Money




      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary


Time Value of Money


Example 1 - Present Value (PV)




      An individual is obliged to make a payment of 150, nine months
      from now and receive another payment in the amount of 73, ve
      years from now. Assuming an interest rate of 9%, and hence a
      discounting factor of        v = 1.09−1 ,   determine the present value of
      this cashow stream.
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation      Summary


Time Value of Money


PV Solution




           PV [(0.75, 150) , (5, −73)] = 150v 0.75 − 73v 5
                                                             −1 0.75                     −1 5
                                          = 150       1.09              − 73      1.09

                                          = $ 93.17
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation      Summary


Time Value of Money


PV Solution




           PV [(0.75, 150) , (5, −73)] = 150v 0.75 − 73v 5
                                                             −1 0.75                     −1 5
                                          = 150       1.09              − 73      1.09

                                          = $ 93.17
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation      Summary


Time Value of Money


PV Solution




           PV [(0.75, 150) , (5, −73)] = 150v 0.75 − 73v 5
                                                             −1 0.75                     −1 5
                                          = 150       1.09              − 73      1.09

                                          = $ 93.17
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation      Summary


Time Value of Money


PV Solution




           PV [(0.75, 150) , (5, −73)] = 150v 0.75 − 73v 5
                                                             −1 0.75                     −1 5
                                          = 150       1.09              − 73      1.09

                                          = $ 93.17
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary


Valuation of Time-Valued Risks




      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction       Motivational Examples          Generalized Traditional Life Insurance Valuation        Summary


Valuation of Time-Valued Risks


Example 2- Actuarial Present Value (APV)




      Suppose a (nancial security system's) provider is under the
      obligation to compensate a participant a benet of                            $ 15, 000        for an
      economic loss. It is known that this loss will almost surely occur at
      some time-point in the future and that the probability distribution
      for a random variable          T     that models the year in which the loss
      occurs is:

                           t                1          2          3          4         5
                      Pr [T = t ]          0.25      0.18       0.15      0.19       0.23


      Assuming an 8% interest rate, determine the APV.
Introduction       Motivational Examples      Generalized Traditional Life Insurance Valuation    Summary


Valuation of Time-Valued Risks


APV Solution




      APV [(T , 15, 000)] = E          15, 000 · v T
                                               5
                                 = 15, 000         Pr [T = t ] · v t
                                            t =1
                                 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2
                                      + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5
                                                             −1                       −2
                                 = 15, 000 0.25 · (1.08)          + 0.18 · (1.08)
                                                       −3                       −4                 −5
                                      +0.15 · (1.08)        + 0.19 · (1.08)          + 0.23 · (1.08)

                                 = $ 12, 016.01
Introduction       Motivational Examples      Generalized Traditional Life Insurance Valuation    Summary


Valuation of Time-Valued Risks


APV Solution




      APV [(T , 15, 000)] = E          15, 000 · v T
                                               5
                                 = 15, 000         Pr [T = t ] · v t
                                            t =1
                                 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2
                                      + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5
                                                             −1                       −2
                                 = 15, 000 0.25 · (1.08)          + 0.18 · (1.08)
                                                       −3                       −4                 −5
                                      +0.15 · (1.08)        + 0.19 · (1.08)          + 0.23 · (1.08)

                                 = $ 12, 016.01
Introduction       Motivational Examples      Generalized Traditional Life Insurance Valuation    Summary


Valuation of Time-Valued Risks


APV Solution




      APV [(T , 15, 000)] = E          15, 000 · v T
                                               5
                                 = 15, 000         Pr [T = t ] · v t
                                            t =1
                                 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2
                                      + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5
                                                             −1                       −2
                                 = 15, 000 0.25 · (1.08)          + 0.18 · (1.08)
                                                       −3                       −4                     −5
                                      +0.15 · (1.08)        + 0.19 · (1.08)          + 0.23 · (1.08)

                                 = $ 12, 016.01
Introduction       Motivational Examples      Generalized Traditional Life Insurance Valuation    Summary


Valuation of Time-Valued Risks


APV Solution




      APV [(T , 15, 000)] = E          15, 000 · v T
                                               5
                                 = 15, 000         Pr [T = t ] · v t
                                            t =1
                                 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2
                                      + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5
                                                             −1                       −2
                                 = 15, 000 0.25 · (1.08)          + 0.18 · (1.08)
                                                       −3                       −4                     −5
                                      +0.15 · (1.08)        + 0.19 · (1.08)          + 0.23 · (1.08)

                                 = $ 12, 016.01
Introduction       Motivational Examples      Generalized Traditional Life Insurance Valuation    Summary


Valuation of Time-Valued Risks


APV Solution




      APV [(T , 15, 000)] = E          15, 000 · v T
                                               5
                                 = 15, 000         Pr [T = t ] · v t
                                            t =1
                                 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2
                                      + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5
                                                             −1                       −2
                                 = 15, 000 0.25 · (1.08)          + 0.18 · (1.08)
                                                       −3                       −4                     −5
                                      +0.15 · (1.08)        + 0.19 · (1.08)          + 0.23 · (1.08)

                                 = $ 12, 016.01
Introduction        Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks




      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction        Motivational Examples   Generalized Traditional Life Insurance Valuation    Summary


Actuarial Valuation of Risks


Example 3 - Pricing  Reserving


               Policy on Woman aged         34 years and 7 months
               Benet

                       $100,000 death benet
                       payable at end of the quarter of death
                       No benet if death within either 5 years of inception, or later
                       than the 20 years after issue
               Funding

                       Level bi-monthly contributions
                       starting 2 years after the contract's inception
                       ending either when she dies or in 10 years (whichever
                       occurs earlier).
               Assume      6% interest rate
               Determine minimum      bi-monthly premium
               Determine minimum      reserve         8 years
                                                   to be held                    after policy
               issue
Introduction        Motivational Examples   Generalized Traditional Life Insurance Valuation    Summary


Actuarial Valuation of Risks


Example 3 - Pricing  Reserving


               Policy on Woman aged         34 years and 7 months
               Benet

                       $100,000 death benet
                       payable at end of the quarter of death
                       No benet if death within either 5 years of inception, or later
                       than the 20 years after issue
               Funding

                       Level bi-monthly contributions
                       starting 2 years after the contract's inception
                       ending either when she dies or in 10 years (whichever
                       occurs earlier).
               Assume      6% interest rate
               Determine minimum      bi-monthly premium
               Determine minimum      reserve         8 years
                                                   to be held                    after policy
               issue
Introduction        Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution




      Model Parameters



                                 x = 34.58¯ t = 8 i = 0.06
                                          3
                                   m1 = 4   k1 = 5 n1 = 15
                                   m0 = 6   k0 = 2 n0 = 10

      and  AAA        2001 CSO Survival Distribution - Female Composite
Introduction        Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution - Cont'd



      Premium


                               1(4)                     (6)            (6)
                           5| A34.58¯ :15 0.06
                                    3
                                                  ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06
                                                          3
                                                                 a     3


                                                  1(4)
                                (6)          5| A34.58¯ :15 0.06
                                                       3
                               P34.58¯
                                     3
                                         =        (6)
                                                                   = 0.238799%
                                                a
                                             2| ¨34.58¯ :10 0.06
                                                       3


                                                          1
           Actual bi-monthly premium                  =       ($100, 000.00 × 0.238799%)
                                                          6

                                                  = $39.80
Introduction        Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution - Cont'd



      Premium


                               1(4)                     (6)            (6)
                           5| A34.58¯ :15 0.06
                                    3
                                                  ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06
                                                          3
                                                                 a     3


                                                  1(4)
                                (6)          5| A34.58¯ :15 0.06
                                                       3
                               P34.58¯
                                     3
                                         =        (6)
                                                                   = 0.238799%
                                                a
                                             2| ¨34.58¯ :10 0.06
                                                       3


                                                          1
           Actual bi-monthly premium                  =       ($100, 000.00 × 0.238799%)
                                                          6

                                                  = $39.80
Introduction        Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution - Cont'd



      Premium


                               1(4)                     (6)            (6)
                           5| A34.58¯ :15 0.06
                                    3
                                                  ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06
                                                          3
                                                                 a     3


                                                  1(4)
                                (6)          5| A34.58¯ :15 0.06
                                                       3
                               P34.58¯
                                     3
                                         =        (6)
                                                                   = 0.238799%
                                                a
                                             2| ¨34.58¯ :10 0.06
                                                       3


                                                          1
           Actual bi-monthly premium                  =       ($100, 000.00 × 0.238799%)
                                                          6

                                                  = $39.80
Introduction        Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution - Cont'd



      Premium


                               1(4)                     (6)            (6)
                           5| A34.58¯ :15 0.06
                                    3
                                                  ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06
                                                          3
                                                                 a     3


                                                  1(4)
                                (6)          5| A34.58¯ :15 0.06
                                                       3
                               P34.58¯
                                     3
                                         =        (6)
                                                                   = 0.238799%
                                                a
                                             2| ¨34.58¯ :10 0.06
                                                       3


                                                          1
           Actual bi-monthly premium                  =       ($100, 000.00 × 0.238799%)
                                                          6

                                                  = $39.80
Introduction        Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution - Cont'd



      Premium


                               1(4)                     (6)            (6)
                           5| A34.58¯ :15 0.06
                                    3
                                                  ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06
                                                          3
                                                                 a     3


                                                  1(4)
                                (6)          5| A34.58¯ :15 0.06
                                                       3
                               P34.58¯
                                     3
                                         =        (6)
                                                                   = 0.238799%
                                                a
                                             2| ¨34.58¯ :10 0.06
                                                       3


                                                          1
           Actual bi-monthly premium                  =       ($100, 000.00 × 0.238799%)
                                                          6

                                                  = $39.80
Introduction        Motivational Examples       Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution - Cont'd




      Reserve


                                         1(4)
                8 V34.58¯
                        3   max{5−8,0}| A34.58¯+8 : min{max{15−8,0},15} 0.06
                               :=
                                               3
                                               (6)
                  − 0.238799% · max{2−8,0}| ¨a
                                               34.58¯+8 : min{max{10−8,0},10} 0.06
                                                    3
                                               = 0.67677%



                               th
                  Actual 8          -year-reserve-level   = $100, 000 × 0.67677%
                                               = $676.77
Introduction        Motivational Examples       Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution - Cont'd




      Reserve


                                         1(4)
                8 V34.58¯
                        3   max{5−8,0}| A34.58¯+8 : min{max{15−8,0},15} 0.06
                               :=
                                               3
                                               (6)
                  − 0.238799% · max{2−8,0}| ¨a
                                               34.58¯+8 : min{max{10−8,0},10} 0.06
                                                    3
                                               = 0.67677%



                               th
                  Actual 8          -year-reserve-level   = $100, 000 × 0.67677%
                                               = $676.77
Introduction        Motivational Examples       Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution - Cont'd




      Reserve


                                         1(4)
                8 V34.58¯
                        3   max{5−8,0}| A34.58¯+8 : min{max{15−8,0},15} 0.06
                               :=
                                               3
                                               (6)
                  − 0.238799% · max{2−8,0}| ¨a
                                               34.58¯+8 : min{max{10−8,0},10} 0.06
                                                    3
                                               = 0.67677%



                               th
                  Actual 8          -year-reserve-level   = $100, 000 × 0.67677%
                                               = $676.77
Introduction        Motivational Examples       Generalized Traditional Life Insurance Valuation   Summary


Actuarial Valuation of Risks


Pricing  Reserving Solution - Cont'd




      Reserve


                                         1(4)
                8 V34.58¯
                        3   max{5−8,0}| A34.58¯+8 : min{max{15−8,0},15} 0.06
                               :=
                                               3
                                               (6)
                  − 0.238799% · max{2−8,0}| ¨a
                                               34.58¯+8 : min{max{10−8,0},10} 0.06
                                                    3
                                               = 0.67677%



                               th
                  Actual 8          -year-reserve-level   = $100, 000 × 0.67677%
                                               = $676.77
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary


The Problem




      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction      Motivational Examples          Generalized Traditional Life Insurance Valuation     Summary


The Problem


Generalized Life Insurance Valuation Problem




      Problem Statement

      An insurer oers       (x )   a   k1 -year-deferred, n1 -year-temporary                  life
      insurance policy with a benet in the amount of a unit that is paid
      in the
                 th
                m1    in which   (x )     fails to survive. Suppose the terms of the
      policy are that the benet must be funded by a    k0 -year-deferred,
      n0 -year-temporary life annuity in which level contributions are made
              th
      each m0 until (x ) fails to survive. Suppose inception is at time x ,
      then under the Principle of Actuarial Equivalence and assuming a
                                                                                  thly
      compound interest rate of             i,   determine a nominal             m0       premium
       (m )
      Px 0 that is actuarially fair. In addition, for each nonnegative
      integer    t , determine      the minimum reserve t Vx that must be held at
      time     x + t.
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary


The Model




      1     Introduction


      2     Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3     Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4     Summary
Introduction         Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


The Model


Developing the Model

      Let m ∈ N, x ≥ 0 and dene Jxm) : (x , +∞) −→ m ∈ R | r ∈ Z so
                                   (                   r
      that Jxm)(g ) := min m ∈ [g − x , +∞) |r ∈ Z for all g  x . Then for
            (              r
      Age at Death random variable G ,
                                                                   thly
      The present value of a unit of death benet and of the unit m0 funding
      contributions
                                        m1 ) G )
                                     v Jx               if G ∈ (x + k1 , x + k1 + n1 ]
                                        (
                                           (
                    Z x (G ) =
                                            0                    otherwise


                              k0      1−v n0
                              v ·            1                       if G  x + k0 + n0
                             
                                  m0 1−v m0
                                        (m )
                             
               Yx(m0 )(G ) =    k0 1−v Jx 0 (G1 k0
                             
                                              )−

                              v · m 1−v m0                     if G ∈ (x + k0 , x + k0 + n0 ]
                             
                                    0
                             
                                                0                           otherwise
                             
Introduction         Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


The Model


Developing the Model

      Let m ∈ N, x ≥ 0 and dene Jxm) : (x , +∞) −→ m ∈ R | r ∈ Z so
                                   (                   r
      that Jxm)(g ) := min m ∈ [g − x , +∞) |r ∈ Z for all g  x . Then for
            (              r
      Age at Death random variable G ,
                                                                   thly
      The present value of a unit of death benet and of the unit m0 funding
      contributions
                                        m1 ) G )
                                     v Jx               if G ∈ (x + k1 , x + k1 + n1 ]
                                        (
                                           (
                    Z x (G ) =
                                            0                    otherwise


                              k0      1−v n0
                              v ·            1                       if G  x + k0 + n0
                             
                                  m0 1−v m0
                                        (m )
                             
               Yx(m0 )(G ) =    k0 1−v Jx 0 (G1 k0
                             
                                              )−

                              v · m 1−v m0                     if G ∈ (x + k0 , x + k0 + n0 ]
                             
                                    0
                             
                                                0                           otherwise
                             
Introduction         Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


The Model


Developing the Model

      Let m ∈ N, x ≥ 0 and dene Jxm) : (x , +∞) −→ m ∈ R | r ∈ Z so
                                   (                   r
      that Jxm)(g ) := min m ∈ [g − x , +∞) |r ∈ Z for all g  x . Then for
            (              r
      Age at Death random variable G ,
                                                                   thly
      The present value of a unit of death benet and of the unit m0 funding
      contributions
                                        m1 ) G )
                                     v Jx               if G ∈ (x + k1 , x + k1 + n1 ]
                                        (
                                           (
                    Z x (G ) =
                                            0                    otherwise


                              k0      1−v n0
                              v ·            1                       if G  x + k0 + n0
                             
                                  m0 1−v m0
                                        (m )
                             
               Yx(m0 )(G ) =    k0 1−v Jx 0 (G1 k0
                             
                                              )−

                              v · m 1−v m0                     if G ∈ (x + k0 , x + k0 + n0 ]
                             
                                    0
                             
                                                0                           otherwise
                             
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary


The Evaluation




      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction        Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


The Evaluation


Evaluation of Generalized Model


      Dene SG : R −→ [0, 1] so that SG (g ) := Pr [G  g ] for all g ∈ R.
      Then,

                     1(m1 )
               k1 | Ax :n1 := E [Zx (G ) | G  x ]
                              m1 ·n1 −1              S x + k1 + m1 − SG u + rm11
                                                                 r           +

                            =           v k1 + rm11 · G
                                                +


                                r =0                            SG (x )

       and

                              (m )
                        k0 | ¨x :n0 := E Yx 0 (G ) | G  x
                                          (m )
                             a 0
                                       m0 ·n0 −1                              r
                                                                 SG x + k0 + m0
                                                          r
                                   =               v k0 + m0 ·
                                            r =0                     SG (x )
Introduction        Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


The Evaluation


Evaluation of Generalized Model


      Dene SG : R −→ [0, 1] so that SG (g ) := Pr [G  g ] for all g ∈ R.
      Then,

                     1(m1 )
               k1 | Ax :n1 := E [Zx (G ) | G  x ]
                              m1 ·n1 −1              S x + k1 + m1 − SG u + rm11
                                                                 r           +

                            =           v k1 + rm11 · G
                                                +


                                r =0                            SG (x )

       and

                              (m )
                        k0 | ¨x :n0 := E Yx 0 (G ) | G  x
                                          (m )
                             a 0
                                       m0 ·n0 −1                              r
                                                                 SG x + k0 + m0
                                                          r
                                   =               v k0 + m0 ·
                                            r =0                     SG (x )
Introduction        Motivational Examples          Generalized Traditional Life Insurance Valuation   Summary


The Evaluation


Evaluation of Generalized Model


      Dene SG : R −→ [0, 1] so that SG (g ) := Pr [G  g ] for all g ∈ R.
      Then,

                     1(m1 )
               k1 | Ax :n1 := E [Zx (G ) | G  x ]
                              m1 ·n1 −1              S x + k1 + m1 − SG u + rm11
                                                                 r           +

                            =           v k1 + rm11 · G
                                                +


                                r =0                            SG (x )

       and

                              (m )
                        k0 | ¨x :n0 := E Yx 0 (G ) | G  x
                                          (m )
                             a 0
                                       m0 ·n0 −1                              r
                                                                 SG x + k0 + m0
                                                          r
                                   =               v k0 + m0 ·
                                            r =0                     SG (x )
Introduction      Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary


The Solution




      1    Introduction


      2    Motivational Examples
               Time Value of Money
               Valuation of Time-Valued Risks
               Actuarial Valuation of Risks


      3    Generalized Traditional Life Insurance Valuation
               The Problem
               The Model
               The Evaluation
               The Solution


      4    Summary
Introduction   Motivational Examples       Generalized Traditional Life Insurance Valuation           Summary


The Solution


Solution to the Generalized Traditional Life Insurance

Valuation Problem

                                                             1(m1 )         (m0 )          (m )
      The nominal    mthly0   premium saties k1 | Ax :n
                                                         1
                                                                      ≡ Px                 a 0
                                                                                    · k0 | ¨x :n0 .
      Therefore,

                                                          1(m1 )
                                        (m )       k1 | Ax :n1
                                       Px 0    =          (m )
                                                         a 0
                                                    k0 | ¨x :n0

       In addition, the reserve at time        t≥0        is the (net) Actuarial Present
      Value of future contingent cashows, hence



                                           1(m1 )
                   t Vx  max{k1 −t ,0}| Ax +t : min{max{n −t ,0},n }
                          =
                                                            1         1

                       (m0 )                    (m0 )
                     −Px                      a
                             · max{k0 −t ,0}| ¨
                                                x +t : min{max{n0 −t ,0},n0 }
Introduction   Motivational Examples       Generalized Traditional Life Insurance Valuation           Summary


The Solution


Solution to the Generalized Traditional Life Insurance

Valuation Problem

                                                             1(m1 )         (m0 )          (m )
      The nominal    mthly0   premium saties k1 | Ax :n
                                                         1
                                                                      ≡ Px                 a 0
                                                                                    · k0 | ¨x :n0 .
      Therefore,

                                                          1(m1 )
                                        (m )       k1 | Ax :n1
                                       Px 0    =          (m )
                                                         a 0
                                                    k0 | ¨x :n0

       In addition, the reserve at time        t≥0        is the (net) Actuarial Present
      Value of future contingent cashows, hence



                                           1(m1 )
                   t Vx  max{k1 −t ,0}| Ax +t : min{max{n −t ,0},n }
                          =
                                                            1         1

                       (m0 )                    (m0 )
                     −Px                      a
                             · max{k0 −t ,0}| ¨
                                                x +t : min{max{n0 −t ,0},n0 }
Introduction   Motivational Examples       Generalized Traditional Life Insurance Valuation           Summary


The Solution


Solution to the Generalized Traditional Life Insurance

Valuation Problem

                                                             1(m1 )         (m0 )          (m )
      The nominal    mthly0   premium saties k1 | Ax :n
                                                         1
                                                                      ≡ Px                 a 0
                                                                                    · k0 | ¨x :n0 .
      Therefore,

                                                          1(m1 )
                                        (m )       k1 | Ax :n1
                                       Px 0    =          (m )
                                                         a 0
                                                    k0 | ¨x :n0

       In addition, the reserve at time        t≥0        is the (net) Actuarial Present
      Value of future contingent cashows, hence



                                           1(m1 )
                   t Vx  max{k1 −t ,0}| Ax +t : min{max{n −t ,0},n }
                          =
                                                            1         1

                       (m0 )                    (m0 )
                     −Px                      a
                             · max{k0 −t ,0}| ¨
                                                x +t : min{max{n0 −t ,0},n0 }
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Real-world Extensions to ideal Actuarial Model




               ExpensesAcquisition Costs


               Lapse, Withdrawal


               Dynamic Interest Rates


               Financial Economics


               Ination, Exchange, Tax Rates


               ... Many more
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Real-world Extensions to ideal Actuarial Model




               ExpensesAcquisition Costs


               Lapse, Withdrawal


               Dynamic Interest Rates


               Financial Economics


               Ination, Exchange, Tax Rates


               ... Many more
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Real-world Extensions to ideal Actuarial Model




               ExpensesAcquisition Costs


               Lapse, Withdrawal


               Dynamic Interest Rates


               Financial Economics


               Ination, Exchange, Tax Rates


               ... Many more
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Real-world Extensions to ideal Actuarial Model




               ExpensesAcquisition Costs


               Lapse, Withdrawal


               Dynamic Interest Rates


               Financial Economics


               Ination, Exchange, Tax Rates


               ... Many more
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Real-world Extensions to ideal Actuarial Model




               ExpensesAcquisition Costs


               Lapse, Withdrawal


               Dynamic Interest Rates


               Financial Economics


               Ination, Exchange, Tax Rates


               ... Many more
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Real-world Extensions to ideal Actuarial Model




               ExpensesAcquisition Costs


               Lapse, Withdrawal


               Dynamic Interest Rates


               Financial Economics


               Ination, Exchange, Tax Rates


               ... Many more
Introduction       Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Real-world Extensions to ideal Actuarial Model




               ExpensesAcquisition Costs


               Lapse, Withdrawal


               Dynamic Interest Rates


               Financial Economics


               Ination, Exchange, Tax Rates


               ... Many more
Introduction   Motivational Examples   Generalized Traditional Life Insurance Valuation   Summary




Conclusion




      Professional Ethics: Actuaries serve to optimize intersts of both the
                     participants and providers of a nancial security
                     system

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Presentation foundation of-actuarial_science

  • 1. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Foundations of Actuarial Science A Generalized Introduction to Actuarial Valuations Chisomo Makombo Sakala Truman State University May 7, 2012
  • 2. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary THE ACTUARY!
  • 3. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Outline 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 4. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Outline 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 5. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Outline 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 6. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Outline 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 7. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Some Terminology Actuary Financial Security System Economic Risks
  • 8. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Some Terminology Actuary Financial Security System Economic Risks
  • 9. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Some Terminology Actuary Financial Security System Economic Risks
  • 10. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Examples of Financial Security Systems & Their Risks Insurance Property and Liability InsuranceWarranty Life Insurance and Annuities Health Insurance Employee Benets Retirement Benets and Pensions Health and Welfare Benets Group Benets
  • 11. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Examples of Financial Security Systems Their Risks Insurance Property and Liability InsuranceWarranty Life Insurance and Annuities Health Insurance Employee Benets Retirement Benets and Pensions Health and Welfare Benets Group Benets
  • 12. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Examples of Financial Security Systems Their Risks Insurance Property and Liability InsuranceWarranty Life Insurance and Annuities Health Insurance Employee Benets Retirement Benets and Pensions Health and Welfare Benets Group Benets
  • 13. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Examples of Financial Security Systems Their Risks Insurance Property and Liability InsuranceWarranty Life Insurance and Annuities Health Insurance Employee Benets Retirement Benets and Pensions Health and Welfare Benets Group Benets
  • 14. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Examples of Financial Security Systems Their Risks Insurance Property and Liability InsuranceWarranty Life Insurance and Annuities Health Insurance Employee Benets Retirement Benets and Pensions Health and Welfare Benets Group Benets
  • 15. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Examples of Financial Security Systems Their Risks Insurance Property and Liability InsuranceWarranty Life Insurance and Annuities Health Insurance Employee Benets Retirement Benets and Pensions Health and Welfare Benets Group Benets
  • 16. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Examples of Financial Security Systems Their Risks Insurance Property and Liability InsuranceWarranty Life Insurance and Annuities Health Insurance Employee Benets Retirement Benets and Pensions Health and Welfare Benets Group Benets
  • 17. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Examples of Financial Security Systems Their Risks Insurance Property and Liability InsuranceWarranty Life Insurance and Annuities Health Insurance Employee Benets Retirement Benets and Pensions Health and Welfare Benets Group Benets
  • 18. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Time Value of Money 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 19. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Time Value of Money Example 1 - Present Value (PV) An individual is obliged to make a payment of 150, nine months from now and receive another payment in the amount of 73, ve years from now. Assuming an interest rate of 9%, and hence a discounting factor of v = 1.09−1 , determine the present value of this cashow stream.
  • 20. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Time Value of Money PV Solution PV [(0.75, 150) , (5, −73)] = 150v 0.75 − 73v 5 −1 0.75 −1 5 = 150 1.09 − 73 1.09 = $ 93.17
  • 21. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Time Value of Money PV Solution PV [(0.75, 150) , (5, −73)] = 150v 0.75 − 73v 5 −1 0.75 −1 5 = 150 1.09 − 73 1.09 = $ 93.17
  • 22. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Time Value of Money PV Solution PV [(0.75, 150) , (5, −73)] = 150v 0.75 − 73v 5 −1 0.75 −1 5 = 150 1.09 − 73 1.09 = $ 93.17
  • 23. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Time Value of Money PV Solution PV [(0.75, 150) , (5, −73)] = 150v 0.75 − 73v 5 −1 0.75 −1 5 = 150 1.09 − 73 1.09 = $ 93.17
  • 24. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Valuation of Time-Valued Risks 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 25. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Valuation of Time-Valued Risks Example 2- Actuarial Present Value (APV) Suppose a (nancial security system's) provider is under the obligation to compensate a participant a benet of $ 15, 000 for an economic loss. It is known that this loss will almost surely occur at some time-point in the future and that the probability distribution for a random variable T that models the year in which the loss occurs is: t 1 2 3 4 5 Pr [T = t ] 0.25 0.18 0.15 0.19 0.23 Assuming an 8% interest rate, determine the APV.
  • 26. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Valuation of Time-Valued Risks APV Solution APV [(T , 15, 000)] = E 15, 000 · v T 5 = 15, 000 Pr [T = t ] · v t t =1 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2 + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5 −1 −2 = 15, 000 0.25 · (1.08) + 0.18 · (1.08) −3 −4 −5 +0.15 · (1.08) + 0.19 · (1.08) + 0.23 · (1.08) = $ 12, 016.01
  • 27. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Valuation of Time-Valued Risks APV Solution APV [(T , 15, 000)] = E 15, 000 · v T 5 = 15, 000 Pr [T = t ] · v t t =1 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2 + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5 −1 −2 = 15, 000 0.25 · (1.08) + 0.18 · (1.08) −3 −4 −5 +0.15 · (1.08) + 0.19 · (1.08) + 0.23 · (1.08) = $ 12, 016.01
  • 28. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Valuation of Time-Valued Risks APV Solution APV [(T , 15, 000)] = E 15, 000 · v T 5 = 15, 000 Pr [T = t ] · v t t =1 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2 + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5 −1 −2 = 15, 000 0.25 · (1.08) + 0.18 · (1.08) −3 −4 −5 +0.15 · (1.08) + 0.19 · (1.08) + 0.23 · (1.08) = $ 12, 016.01
  • 29. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Valuation of Time-Valued Risks APV Solution APV [(T , 15, 000)] = E 15, 000 · v T 5 = 15, 000 Pr [T = t ] · v t t =1 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2 + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5 −1 −2 = 15, 000 0.25 · (1.08) + 0.18 · (1.08) −3 −4 −5 +0.15 · (1.08) + 0.19 · (1.08) + 0.23 · (1.08) = $ 12, 016.01
  • 30. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Valuation of Time-Valued Risks APV Solution APV [(T , 15, 000)] = E 15, 000 · v T 5 = 15, 000 Pr [T = t ] · v t t =1 = 15, 000 Pr [T = 1] · v + Pr [T = 2] · v 2 + Pr [T = 3] · v 3 + Pr [T = 4] · v 4 + Pr [T = 5] · v 5 −1 −2 = 15, 000 0.25 · (1.08) + 0.18 · (1.08) −3 −4 −5 +0.15 · (1.08) + 0.19 · (1.08) + 0.23 · (1.08) = $ 12, 016.01
  • 31. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 32. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Example 3 - Pricing Reserving Policy on Woman aged 34 years and 7 months Benet $100,000 death benet payable at end of the quarter of death No benet if death within either 5 years of inception, or later than the 20 years after issue Funding Level bi-monthly contributions starting 2 years after the contract's inception ending either when she dies or in 10 years (whichever occurs earlier). Assume 6% interest rate Determine minimum bi-monthly premium Determine minimum reserve 8 years to be held after policy issue
  • 33. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Example 3 - Pricing Reserving Policy on Woman aged 34 years and 7 months Benet $100,000 death benet payable at end of the quarter of death No benet if death within either 5 years of inception, or later than the 20 years after issue Funding Level bi-monthly contributions starting 2 years after the contract's inception ending either when she dies or in 10 years (whichever occurs earlier). Assume 6% interest rate Determine minimum bi-monthly premium Determine minimum reserve 8 years to be held after policy issue
  • 34. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution Model Parameters x = 34.58¯ t = 8 i = 0.06 3 m1 = 4 k1 = 5 n1 = 15 m0 = 6 k0 = 2 n0 = 10 and AAA 2001 CSO Survival Distribution - Female Composite
  • 35. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution - Cont'd Premium 1(4) (6) (6) 5| A34.58¯ :15 0.06 3 ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06 3 a 3 1(4) (6) 5| A34.58¯ :15 0.06 3 P34.58¯ 3 = (6) = 0.238799% a 2| ¨34.58¯ :10 0.06 3 1 Actual bi-monthly premium = ($100, 000.00 × 0.238799%) 6 = $39.80
  • 36. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution - Cont'd Premium 1(4) (6) (6) 5| A34.58¯ :15 0.06 3 ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06 3 a 3 1(4) (6) 5| A34.58¯ :15 0.06 3 P34.58¯ 3 = (6) = 0.238799% a 2| ¨34.58¯ :10 0.06 3 1 Actual bi-monthly premium = ($100, 000.00 × 0.238799%) 6 = $39.80
  • 37. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution - Cont'd Premium 1(4) (6) (6) 5| A34.58¯ :15 0.06 3 ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06 3 a 3 1(4) (6) 5| A34.58¯ :15 0.06 3 P34.58¯ 3 = (6) = 0.238799% a 2| ¨34.58¯ :10 0.06 3 1 Actual bi-monthly premium = ($100, 000.00 × 0.238799%) 6 = $39.80
  • 38. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution - Cont'd Premium 1(4) (6) (6) 5| A34.58¯ :15 0.06 3 ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06 3 a 3 1(4) (6) 5| A34.58¯ :15 0.06 3 P34.58¯ 3 = (6) = 0.238799% a 2| ¨34.58¯ :10 0.06 3 1 Actual bi-monthly premium = ($100, 000.00 × 0.238799%) 6 = $39.80
  • 39. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution - Cont'd Premium 1(4) (6) (6) 5| A34.58¯ :15 0.06 3 ≡ P34.58¯ · 2| ¨34.58¯ :10 0.06 3 a 3 1(4) (6) 5| A34.58¯ :15 0.06 3 P34.58¯ 3 = (6) = 0.238799% a 2| ¨34.58¯ :10 0.06 3 1 Actual bi-monthly premium = ($100, 000.00 × 0.238799%) 6 = $39.80
  • 40. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution - Cont'd Reserve 1(4) 8 V34.58¯ 3 max{5−8,0}| A34.58¯+8 : min{max{15−8,0},15} 0.06 := 3 (6) − 0.238799% · max{2−8,0}| ¨a 34.58¯+8 : min{max{10−8,0},10} 0.06 3 = 0.67677% th Actual 8 -year-reserve-level = $100, 000 × 0.67677% = $676.77
  • 41. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution - Cont'd Reserve 1(4) 8 V34.58¯ 3 max{5−8,0}| A34.58¯+8 : min{max{15−8,0},15} 0.06 := 3 (6) − 0.238799% · max{2−8,0}| ¨a 34.58¯+8 : min{max{10−8,0},10} 0.06 3 = 0.67677% th Actual 8 -year-reserve-level = $100, 000 × 0.67677% = $676.77
  • 42. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution - Cont'd Reserve 1(4) 8 V34.58¯ 3 max{5−8,0}| A34.58¯+8 : min{max{15−8,0},15} 0.06 := 3 (6) − 0.238799% · max{2−8,0}| ¨a 34.58¯+8 : min{max{10−8,0},10} 0.06 3 = 0.67677% th Actual 8 -year-reserve-level = $100, 000 × 0.67677% = $676.77
  • 43. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Actuarial Valuation of Risks Pricing Reserving Solution - Cont'd Reserve 1(4) 8 V34.58¯ 3 max{5−8,0}| A34.58¯+8 : min{max{15−8,0},15} 0.06 := 3 (6) − 0.238799% · max{2−8,0}| ¨a 34.58¯+8 : min{max{10−8,0},10} 0.06 3 = 0.67677% th Actual 8 -year-reserve-level = $100, 000 × 0.67677% = $676.77
  • 44. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Problem 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 45. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Problem Generalized Life Insurance Valuation Problem Problem Statement An insurer oers (x ) a k1 -year-deferred, n1 -year-temporary life insurance policy with a benet in the amount of a unit that is paid in the th m1 in which (x ) fails to survive. Suppose the terms of the policy are that the benet must be funded by a k0 -year-deferred, n0 -year-temporary life annuity in which level contributions are made th each m0 until (x ) fails to survive. Suppose inception is at time x , then under the Principle of Actuarial Equivalence and assuming a thly compound interest rate of i, determine a nominal m0 premium (m ) Px 0 that is actuarially fair. In addition, for each nonnegative integer t , determine the minimum reserve t Vx that must be held at time x + t.
  • 46. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Model 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 47. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Model Developing the Model Let m ∈ N, x ≥ 0 and dene Jxm) : (x , +∞) −→ m ∈ R | r ∈ Z so ( r that Jxm)(g ) := min m ∈ [g − x , +∞) |r ∈ Z for all g x . Then for ( r Age at Death random variable G , thly The present value of a unit of death benet and of the unit m0 funding contributions m1 ) G ) v Jx if G ∈ (x + k1 , x + k1 + n1 ] ( ( Z x (G ) = 0 otherwise  k0 1−v n0  v · 1 if G x + k0 + n0   m0 1−v m0 (m )  Yx(m0 )(G ) = k0 1−v Jx 0 (G1 k0  )−  v · m 1−v m0 if G ∈ (x + k0 , x + k0 + n0 ]   0  0 otherwise 
  • 48. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Model Developing the Model Let m ∈ N, x ≥ 0 and dene Jxm) : (x , +∞) −→ m ∈ R | r ∈ Z so ( r that Jxm)(g ) := min m ∈ [g − x , +∞) |r ∈ Z for all g x . Then for ( r Age at Death random variable G , thly The present value of a unit of death benet and of the unit m0 funding contributions m1 ) G ) v Jx if G ∈ (x + k1 , x + k1 + n1 ] ( ( Z x (G ) = 0 otherwise  k0 1−v n0  v · 1 if G x + k0 + n0   m0 1−v m0 (m )  Yx(m0 )(G ) = k0 1−v Jx 0 (G1 k0  )−  v · m 1−v m0 if G ∈ (x + k0 , x + k0 + n0 ]   0  0 otherwise 
  • 49. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Model Developing the Model Let m ∈ N, x ≥ 0 and dene Jxm) : (x , +∞) −→ m ∈ R | r ∈ Z so ( r that Jxm)(g ) := min m ∈ [g − x , +∞) |r ∈ Z for all g x . Then for ( r Age at Death random variable G , thly The present value of a unit of death benet and of the unit m0 funding contributions m1 ) G ) v Jx if G ∈ (x + k1 , x + k1 + n1 ] ( ( Z x (G ) = 0 otherwise  k0 1−v n0  v · 1 if G x + k0 + n0   m0 1−v m0 (m )  Yx(m0 )(G ) = k0 1−v Jx 0 (G1 k0  )−  v · m 1−v m0 if G ∈ (x + k0 , x + k0 + n0 ]   0  0 otherwise 
  • 50. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Evaluation 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 51. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Evaluation Evaluation of Generalized Model Dene SG : R −→ [0, 1] so that SG (g ) := Pr [G g ] for all g ∈ R. Then, 1(m1 ) k1 | Ax :n1 := E [Zx (G ) | G x ] m1 ·n1 −1 S x + k1 + m1 − SG u + rm11 r + = v k1 + rm11 · G + r =0 SG (x ) and (m ) k0 | ¨x :n0 := E Yx 0 (G ) | G x (m ) a 0 m0 ·n0 −1 r SG x + k0 + m0 r = v k0 + m0 · r =0 SG (x )
  • 52. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Evaluation Evaluation of Generalized Model Dene SG : R −→ [0, 1] so that SG (g ) := Pr [G g ] for all g ∈ R. Then, 1(m1 ) k1 | Ax :n1 := E [Zx (G ) | G x ] m1 ·n1 −1 S x + k1 + m1 − SG u + rm11 r + = v k1 + rm11 · G + r =0 SG (x ) and (m ) k0 | ¨x :n0 := E Yx 0 (G ) | G x (m ) a 0 m0 ·n0 −1 r SG x + k0 + m0 r = v k0 + m0 · r =0 SG (x )
  • 53. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Evaluation Evaluation of Generalized Model Dene SG : R −→ [0, 1] so that SG (g ) := Pr [G g ] for all g ∈ R. Then, 1(m1 ) k1 | Ax :n1 := E [Zx (G ) | G x ] m1 ·n1 −1 S x + k1 + m1 − SG u + rm11 r + = v k1 + rm11 · G + r =0 SG (x ) and (m ) k0 | ¨x :n0 := E Yx 0 (G ) | G x (m ) a 0 m0 ·n0 −1 r SG x + k0 + m0 r = v k0 + m0 · r =0 SG (x )
  • 54. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Solution 1 Introduction 2 Motivational Examples Time Value of Money Valuation of Time-Valued Risks Actuarial Valuation of Risks 3 Generalized Traditional Life Insurance Valuation The Problem The Model The Evaluation The Solution 4 Summary
  • 55. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Solution Solution to the Generalized Traditional Life Insurance Valuation Problem 1(m1 ) (m0 ) (m ) The nominal mthly0 premium saties k1 | Ax :n 1 ≡ Px a 0 · k0 | ¨x :n0 . Therefore, 1(m1 ) (m ) k1 | Ax :n1 Px 0 = (m ) a 0 k0 | ¨x :n0 In addition, the reserve at time t≥0 is the (net) Actuarial Present Value of future contingent cashows, hence 1(m1 ) t Vx max{k1 −t ,0}| Ax +t : min{max{n −t ,0},n } = 1 1 (m0 ) (m0 ) −Px a · max{k0 −t ,0}| ¨ x +t : min{max{n0 −t ,0},n0 }
  • 56. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Solution Solution to the Generalized Traditional Life Insurance Valuation Problem 1(m1 ) (m0 ) (m ) The nominal mthly0 premium saties k1 | Ax :n 1 ≡ Px a 0 · k0 | ¨x :n0 . Therefore, 1(m1 ) (m ) k1 | Ax :n1 Px 0 = (m ) a 0 k0 | ¨x :n0 In addition, the reserve at time t≥0 is the (net) Actuarial Present Value of future contingent cashows, hence 1(m1 ) t Vx max{k1 −t ,0}| Ax +t : min{max{n −t ,0},n } = 1 1 (m0 ) (m0 ) −Px a · max{k0 −t ,0}| ¨ x +t : min{max{n0 −t ,0},n0 }
  • 57. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary The Solution Solution to the Generalized Traditional Life Insurance Valuation Problem 1(m1 ) (m0 ) (m ) The nominal mthly0 premium saties k1 | Ax :n 1 ≡ Px a 0 · k0 | ¨x :n0 . Therefore, 1(m1 ) (m ) k1 | Ax :n1 Px 0 = (m ) a 0 k0 | ¨x :n0 In addition, the reserve at time t≥0 is the (net) Actuarial Present Value of future contingent cashows, hence 1(m1 ) t Vx max{k1 −t ,0}| Ax +t : min{max{n −t ,0},n } = 1 1 (m0 ) (m0 ) −Px a · max{k0 −t ,0}| ¨ x +t : min{max{n0 −t ,0},n0 }
  • 58. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Real-world Extensions to ideal Actuarial Model ExpensesAcquisition Costs Lapse, Withdrawal Dynamic Interest Rates Financial Economics Ination, Exchange, Tax Rates ... Many more
  • 59. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Real-world Extensions to ideal Actuarial Model ExpensesAcquisition Costs Lapse, Withdrawal Dynamic Interest Rates Financial Economics Ination, Exchange, Tax Rates ... Many more
  • 60. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Real-world Extensions to ideal Actuarial Model ExpensesAcquisition Costs Lapse, Withdrawal Dynamic Interest Rates Financial Economics Ination, Exchange, Tax Rates ... Many more
  • 61. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Real-world Extensions to ideal Actuarial Model ExpensesAcquisition Costs Lapse, Withdrawal Dynamic Interest Rates Financial Economics Ination, Exchange, Tax Rates ... Many more
  • 62. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Real-world Extensions to ideal Actuarial Model ExpensesAcquisition Costs Lapse, Withdrawal Dynamic Interest Rates Financial Economics Ination, Exchange, Tax Rates ... Many more
  • 63. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Real-world Extensions to ideal Actuarial Model ExpensesAcquisition Costs Lapse, Withdrawal Dynamic Interest Rates Financial Economics Ination, Exchange, Tax Rates ... Many more
  • 64. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Real-world Extensions to ideal Actuarial Model ExpensesAcquisition Costs Lapse, Withdrawal Dynamic Interest Rates Financial Economics Ination, Exchange, Tax Rates ... Many more
  • 65. Introduction Motivational Examples Generalized Traditional Life Insurance Valuation Summary Conclusion Professional Ethics: Actuaries serve to optimize intersts of both the participants and providers of a nancial security system