Study of salary administration for delta l ife insurance company ltd
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
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