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Associate of the Society of Actuaries (ASA/FSA) ALTAM — Advanced Long-Term Actuarial Mathematics Syllabus
The ALTAM — Advanced Long-Term Actuarial Mathematics syllabus for Associate of the Society of Actuaries (ASA/FSA) in full: 4 chapters, 12 topics and 25 sub-topics, every one listed below, plus 60 ALTAM — Advanced Long-Term Actuarial Mathematics flashcards with answers.
ALTAM — Advanced Long-Term Actuarial Mathematics syllabus: all 4 chapters
Expand any chapter to see its topics and sub-topics.
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Multi-State and Multiple-Decrement Models
3 topics- Markov Multi-State Models
- Transition intensities and probabilities
- Kolmogorov forward equations
- Numerical (Euler) solution methods
- Multiple-Decrement Theory
- Associated single-decrement tables
- Dependent vs. independent rates
- Premiums and Reserves in Multi-State Models
- Thiele's differential equation
- State-dependent benefits
- Markov Multi-State Models
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Pension Mathematics and Retirement Benefits
3 topics- Pension Plan Design
- Defined benefit vs. defined contribution
- Salary scales and replacement ratios
- Pension Funding and Valuation
- Actuarial cost methods
- Normal cost and actuarial liability
- Service tables (decrements)
- Retiree Health and Other Postemployment Benefits
- OPEB valuation basics
- Trend assumptions for retiree medical
- Pension Plan Design
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Profit Testing and Universal Life
3 topics- Profit Measures
- Profit vectors and signatures
- Net present value and internal rate of return of profits
- Universal Life Insurance
- Account value mechanics
- Cost of insurance and crediting rates
- Participating and Non-Traditional Products
- Dividends and bonus structures
- Profit Measures
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Health, Disability, and Long-Term Care Insurance
3 topics- Disability Income Models
- Sickness-death-recovery multi-state structure
- Benefit period and elimination period
- Long-Term Care Insurance
- Activities of daily living triggers
- Continuance and morbidity assumptions
- Critical Illness and Health Reserves
- Active life reserves
- Disabled life reserves
- Disability Income Models
Associate of the Society of Actuaries (ASA/FSA) ALTAM — Advanced Long-Term Actuarial Mathematics flashcards — 60 questions with answers
In a Markov multi-state model, what is the defining "Markov property" for the state process?
The future evolution depends only on the current state, not on the history of how it was reached. Formally, for the present state $i$ at time $x$, transition probabilities to future states are independent of states occupied before time $x$.
Define the transition probability $\,_{t}p_x^{ij}$ in a multi-state model.
$\,_{t}p_x^{ij}=\Pr[\,$ in state $j$ at age $x+t \mid$ in state $i$ at age $x\,]$, allowing any path between $i$ and $j$ during the interval.
Define the occupancy (sojourn) probability $\,_{t}\bar{p}_x^{ii}$ and how it differs from $\,_{t}p_x^{ii}$.
$\,_{t}\bar{p}_x^{ii}$ is the probability of remaining continuously in state $i$ for the whole interval $[x,x+t]$ (never leaving). $\,_{t}p_x^{ii}$ allows leaving and returning, so $\,_{t}\bar{p}_x^{ii}\le\,_{t}p_x^{ii}$.
Write the Kolmogorov forward differential equation for $\,_{t}p_x^{ij}$ in a multi-state model.
$$\frac{d}{dt}\,_{t}p_x^{ij}=\sum_{k\neq j}\left(\,_{t}p_x^{ik}\,\mu_{x+t}^{kj}-\,_{t}p_x^{ij}\,\mu_{x+t}^{jk}\right)$$ representing inflows to $j$ minus outflows from $j$.
Give the formula for the occupancy probability $\,_{t}\bar{p}_x^{ii}$ in terms of total transition intensity out of state $i$.
$$\,_{t}\bar{p}_x^{ii}=\exp\!\left(-\int_0^{t}\sum_{j\neq i}\mu_{x+s}^{ij}\,ds\right)$$
In a multi-state model, what is the total force of transition out of state $i$, $\mu_{x}^{i\bullet}$?
$\mu_x^{i\bullet}=\sum_{j\neq i}\mu_x^{ij}$, the sum of all transition intensities leaving state $i$.
What is the key structural feature of a multiple-decrement model expressed as a multi-state model?
A single starting (active) state with several absorbing decrement states and no return transitions; once a life leaves the active state it cannot come back.
Distinguish between the dependent (multiple-decrement) probability $\,_{t}q_x^{(j)}$ and the independent (associated single-decrement) probability $\,_{t}q_x^{\prime(j)}$.
$\,_{t}q_x^{(j)}$ is the probability of decrement $j$ in the presence of all other decrements (competing risks). $\,_{t}q_x^{\prime(j)}$ is the probability of decrement $j$ if it were the only decrement acting. Since intensities are equal, $\,_{t}q_x^{(j)}\le\,_{t}q_x^{\prime(j)}$.
State the relationship between the total survival probability and the associated single-decrement survival probabilities.
$$\,_{t}p_x^{(\tau)}=\prod_{j}\,_{t}p_x^{\prime(j)}=\exp\!\left(-\int_0^{t}\sum_j\mu_{x+s}^{(j)}\,ds\right)$$
Give the integral expression for the multiple-decrement probability $\,_{t}q_x^{(j)}$ in terms of intensities.
$$\,_{t}q_x^{(j)}=\int_0^{t}\,_{s}p_x^{(\tau)}\,\mu_{x+s}^{(j)}\,ds$$
Under the constant-force (over a year of age) assumption in a multiple-decrement table, express $q_x^{(j)}$ in terms of $q_x^{(\tau)}$.
$$q_x^{(j)}=\frac{\mu^{(j)}}{\mu^{(\tau)}}\,q_x^{(\tau)}$$ where the force ratio $\mu^{(j)}/\mu^{(\tau)}$ is constant over the year of age.
Under the uniform-distribution-of-decrements (UDD) in the multiple-decrement table, give the formula linking $q_x^{\prime(j)}$ to dependent rates.
$$q_x^{\prime(j)}=\left(p_x^{(\tau)}\right)^{\,q_x^{(j)}/q_x^{(\tau)}}$$
State Thiele's differential equation for the policy value $\,_t V^{(i)}$ in state $i$ of a multi-state model.
$$\frac{d}{dt}\,_tV^{(i)}=\delta_t\,_tV^{(i)}-B_t^{(i)}-\sum_{j\neq i}\mu_{x+t}^{ij}\left(S_t^{(ij)}+\,_tV^{(j)}-\,_tV^{(i)}\right)$$ where $B^{(i)}$ is the rate of benefit/premium in state $i$ and $S^{(ij)}$ is the lump sum on transition $i\to j$.
How is the EPV of a continuous benefit of rate $1$ payable while in state $j$, starting from state $i$, written?
$$\bar{a}_x^{ij}=\int_0^{\infty}e^{-\delta t}\,_{t}p_x^{ij}\,dt$$
How is the EPV of a unit lump sum paid on each transition from state $i$ to state $k$ (starting in state $i_0$) expressed?
$$\bar{A}_x^{i_0,\,ik}=\int_0^{\infty}e^{-\delta t}\,_{t}p_x^{i_0 i}\,\mu_{x+t}^{ik}\,dt$$
In multi-state premium calculation, state the equivalence principle for setting a level premium.
Set the premium so that at issue (time 0, in the starting state) the EPV of premiums equals the EPV of benefits, i.e. $\,_0V=0$ (or equivalently EPV benefits − EPV premiums $=0$).
What distinguishes a defined benefit (DB) pension plan from a defined contribution (DC) plan in terms of risk bearing?
In DB the employer bears investment and longevity risk and the benefit is formula-driven (e.g., based on salary and service). In DC the employee bears investment risk; the benefit equals the accumulated account balance from defined contributions.
Define the "final salary" (final average) DB accrual benefit formula.
Annual pension $=\alpha\times N\times \bar{S}_{\text{final}}$, where $\alpha$ is the accrual rate per year of service, $N$ is years of service, and $\bar{S}_{\text{final}}$ is the final (or final-average) salary.
What is a "career average" (CARE) DB benefit, and how does it differ from final salary?
CARE accrues each year a benefit based on that year's salary (often revalued/indexed), then sums across all service years. Unlike final-salary, it does not depend solely on salary near retirement, so it is less sensitive to late-career raises.
Define the replacement ratio in pension design.
The replacement ratio is the retirement income (pension plus other sources) divided by pre-retirement (final) salary; it measures how well the pension maintains the member's standard of living.
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What is the salary scale function $s_y/s_x$ used for in pension valuation?
It projects future salaries: if current salary at age $x$ is $S$, projected salary at age $y$ is $S\cdot s_y/s_x$. The ratio captures merit, promotion, and inflation increases.
Define the actuarial liability (AL) under the Projected Unit Credit (PUC) cost method.
The AL is the EPV of accrued benefits based on service to the valuation date but using projected (final) salaries: $AL=\alpha\cdot N_{\text{past}}\cdot \bar{S}_{\text{final, projected}}\cdot(\text{annuity \& discount/decrement factors})$.
Define the normal cost (service cost) under the Projected Unit Credit method.
The normal cost is the EPV of the benefit attributed to the current year of service (one additional year of accrual), using projected final salary and appropriate discount and decrement factors.
Contrast the Traditional Unit Credit (TUC) and Projected Unit Credit (PUC) cost methods.
TUC values accrued benefits using current salary (no future salary projection); PUC uses projected final salary. For a final-salary plan PUC gives a larger, smoother increasing liability; TUC understates the ultimate cost early on.
State the relationship among actuarial liability, plan assets, and the surplus/(unfunded) position.
Funded status $=$ Assets $-$ Actuarial Liability. A positive value is a surplus; a negative value is an unfunded actuarial liability (UAL) that must be amortized.
What is the gain/loss analysis in pension funding?
It decomposes the change in unfunded liability between valuations into experience gains and losses (e.g., investment return vs. assumed, salary increases, mortality, withdrawal) by comparing actual experience to assumptions.
Define the Aggregate cost method for pension funding.
It spreads the EPV of all future benefits (less current assets) over the EPV of future salaries of the group, producing a normal cost as a level percentage of payroll; it does not separately identify an actuarial liability or UAL.
What is the funding objective expressed by the basic balance equation in pension valuation?
$$\text{PV(Future Benefits)}=\text{Assets}+\text{PV(Future Normal Costs)}$$ Each funding method allocates the PVFB between past (AL) and future (normal costs).
Define OPEB and give the most common example.
OPEB = Other Postemployment Benefits: postretirement benefits other than pensions provided to retirees, most commonly retiree health/medical care (and life insurance, dental, etc.).
What is the Expected Postretirement Benefit Obligation (EPBO) for retiree health benefits?
The EPBO is the actuarial present value of all future postretirement benefits expected to be paid to current/retired employees, regardless of how much service has been rendered to date (full projected benefit).
What is the Accumulated Postretirement Benefit Obligation (APBO) and how does it relate to EPBO?
The APBO is the portion of the EPBO attributed (accrued) to service rendered to the valuation date. At the full eligibility date APBO equals EPBO; before that, APBO $\le$ EPBO.
Why is health-care trend rate a critical assumption in retiree health (OPEB) valuation?
Per-capita claims costs grow with medical inflation (trend), often faster than general inflation; small changes in the assumed trend rate compound over decades and materially change the EPBO/APBO.
What is the "per-capita claims cost by age" used in retiree health valuation, and the role of the aging factor?
It is the expected annual medical claim cost for a retiree at each age. Aging factors scale a base cost up with age to reflect that older retirees incur higher claims; combined with trend they project future costs.
In profit testing, define the profit signature.
The profit signature is the vector of expected profits emerging at the end of each policy year per policy issued, i.e., the per-policy-in-force profit vector multiplied by the probability of being in force at the start of each year.
Distinguish the profit vector from the profit signature.
The profit vector $(Pr_t)$ is the expected profit in year $t$ per policy in force at the start of that year. The profit signature $(\Sigma_t)$ multiplies each by the survival/in-force probability: $\Sigma_t=\,_{t-1}p_x\,Pr_t$ (with $\Sigma_0$ for any initial outgo).
Define the Net Present Value (NPV) of a profit signature and the role of the risk discount rate.
$$NPV=\sum_{t}\Sigma_t\,(1+r)^{-t}$$ where $r$ is the risk discount rate (hurdle rate). NPV $>0$ indicates the contract is expected to meet the required return.
Define the internal rate of return (IRR) profit measure.
The IRR is the discount rate $j$ that makes the NPV of the profit signature zero: $\sum_t \Sigma_t(1+j)^{-t}=0$. The product is acceptable if IRR exceeds the company's hurdle rate.
Define the profit margin profit measure.
Profit margin = NPV of profit signature divided by the EPV of premiums (both at the risk discount rate); it expresses profit as a percentage of premium income.
What is the discounted payback period (DPP) in profit testing?
The DPP is the first time $t$ at which the accumulated (or discounted) value of the profit signature first becomes non-negative—i.e., when the insurer recovers its initial investment including required return.
Describe the basic mechanics of a Universal Life (UL) policy account value roll-forward.
Each period: $AV_{\text{new}}=(AV_{\text{old}}+\text{Premium}-\text{Expense charge}-\text{COI charge})\times(1+i_{\text{credited}})$, where COI is the cost of insurance charge for the net amount at risk.
In Universal Life, define the cost of insurance (COI) charge.
$$\text{COI}_t=q_{x+t}^{*}\times v_q\times(\text{Death Benefit}-AV)$$ i.e., the COI rate times the net amount at risk (death benefit minus account value), discounted for the period; $q^{*}$ is the COI mortality rate.
Contrast UL Type A (Option 1) and Type B (Option 2) death benefits.
Type A pays a level death benefit (face amount), so the net amount at risk decreases as AV grows. Type B pays face amount plus account value, keeping the net amount at risk roughly level (equal to the face amount).
What is the corridor requirement in Universal Life?
To qualify as life insurance for tax purposes, the death benefit must be at least a specified multiple (corridor factor) of the account value; if AV grows too large the death benefit is forced up to maintain the minimum ratio.
What is a no-lapse guarantee (secondary guarantee) in UL?
A provision keeping the policy in force even if the account value falls to zero, provided the policyholder pays at least a specified minimum premium (or a shadow account stays positive).
Define a participating (with-profits) insurance policy.
A policy under which the policyholder shares in the insurer's surplus/profits through dividends (US) or bonuses (UK), typically funded by conservative premium assumptions that generate distributable surplus.
Distinguish reversionary bonuses from terminal bonuses in participating business.
A reversionary bonus is a permanent addition to the guaranteed sum insured declared periodically (once added it cannot be removed). A terminal bonus is paid only at claim/maturity, is not guaranteed, and reflects accumulated unallocated surplus at exit.
What are the three traditional sources of surplus distributed as dividends in participating life insurance?
Mortality savings (actual vs. assumed mortality), interest/investment surplus (actual vs. assumed earnings), and expense/loading savings (actual vs. assumed expenses) — often summarized as the three-factor dividend formula.
In a disability income (DI) multi-state model, name the typical states and which transitions are allowed.
Healthy/active (H), Disabled/sick (D), and Dead (X). Allowed: H$\to$D (sickness inception), D$\to$H (recovery), H$\to$X and D$\to$X (death). It is a model with recovery, so D$\to$H is permitted.
What is the difference between an inception-annuity ("claim cost") approach and a continuous multi-state approach to DI valuation?
The inception-annuity approach values the EPV of a disability annuity at each possible time of disablement (inception rate × annuity value for that disability). The continuous multi-state approach integrates the occupied-disabled probabilities directly via $\,_{t}p_x^{HD}$.
Why does a DI benefit often depend on the duration of disability, and what model feature captures this?
Recovery and mortality rates from disability vary by how long someone has been disabled (select effect), and benefits may have elimination/off periods. A model where the disabled state's transition intensities depend on time since disablement (a semi-Markov / duration-dependent model) captures this.
Define the elimination (waiting) period and benefit (maximum) period in a disability income policy.
The elimination period is the time a claimant must be continuously disabled before benefits begin (a deductible in time). The benefit period is the maximum length of time benefits will be paid for a single disability claim.
Describe the typical state structure of a Long-Term Care (LTC) multi-state model.
Often: Healthy, then graded levels of impairment (e.g., needing help with increasing numbers of Activities of Daily Living / ADLs, or mild/severe), and Dead. Benefits trigger on reaching a defined impairment level; transitions can include deterioration and sometimes recovery, plus death from any state.
What is the standard benefit-eligibility trigger for Long-Term Care insurance?
Inability to perform a specified number (commonly 2 or more) of the six Activities of Daily Living (ADLs)—bathing, dressing, eating, toileting, transferring, continence—or severe cognitive impairment.
Contrast reimbursement and indemnity (disability-style) LTC benefit designs.
A reimbursement (expense-incurred) policy pays actual covered LTC costs up to a daily/monthly maximum. An indemnity (disability) model pays a fixed periodic amount once the trigger is met, regardless of actual expenses incurred.
Define Critical Illness (CI) insurance and its core benefit trigger.
CI insurance pays a lump sum on the first diagnosis of (or survival a set period after) one of a defined list of serious conditions (e.g., cancer, heart attack, stroke). The trigger is diagnosis/survival, not death or expense.
Distinguish "accelerated" from "standalone (additional)" critical illness benefits.
Accelerated CI pays the CI lump sum out of an existing life insurance sum assured, reducing the death benefit by the amount paid. Standalone/additional CI pays the CI benefit independently, leaving any life cover intact.
In a critical-illness model, why is a state for "diagnosed with CI but alive" important, and how is the CI lump sum valued?
Because CI pays on transition into the critical-illness state (an inception event), not on death. The EPV uses the transition intensity into the CI state: $$\bar{A}^{CI}=\int_0^{n}e^{-\delta t}\,_{t}p_x^{(\tau)}\,\mu_{x+t}^{\text{CI}}\,dt$$
What is an active life reserve vs. a disabled life reserve in health insurance?
The active (or disabled-life) reserve concept: the active life reserve holds funds for currently-healthy insureds expected to become disabled later; the disabled life reserve (DLR/claim reserve) holds the EPV of future benefit payments for lives already in claim (disabled).
How is a disabled life reserve (claim reserve) for an in-force DI/LTC claim computed?
It is the EPV of remaining benefit payments to a currently-disabled life: $$DLR=\int_0^{\infty}e^{-\delta s}\,_{s}p^{\,\overline{dd}}_{[x]+t}\,B\,ds$$ using continuation (persistency-in-disability) probabilities from the current claim duration, reflecting recovery and death.
What is "active life reserve" inadequacy risk in long-duration health products and why does it matter for LTC?
Because premiums are level but morbidity costs rise steeply with age, large active life reserves accumulate. If morbidity, lapse, or interest assumptions prove adverse, reserves may be inadequate—an issue that has driven major LTC premium increases and reserve strengthening.
Associate of the Society of Actuaries (ASA/FSA) ALTAM — Advanced Long-Term Actuarial Mathematics FAQ
What is in the Associate of the Society of Actuaries (ASA/FSA) ALTAM — Advanced Long-Term Actuarial Mathematics syllabus?
Associate of the Society of Actuaries (ASA/FSA) ALTAM — Advanced Long-Term Actuarial Mathematics is split into 4 chapters: Multi-State and Multiple-Decrement Models, Pension Mathematics and Retirement Benefits, Profit Testing and Universal Life and Health, Disability, and Long-Term Care Insurance. Together they contain 12 topics and 25 sub-topics.
How many chapters are in Associate of the Society of Actuaries (ASA/FSA) ALTAM — Advanced Long-Term Actuarial Mathematics?
4 chapters, containing 12 topics and 25 sub-topics. The largest chapter is Multi-State and Multiple-Decrement Models, with 3 topics.
Are there flashcards for Associate of the Society of Actuaries (ASA/FSA) ALTAM — Advanced Long-Term Actuarial Mathematics?
Yes — a 60-card ALTAM — Advanced Long-Term Actuarial Mathematics deck, printed in full in the flashcards section of this page and available in the Examius app with spaced repetition. The free plan covers one exam of your choice, including its flashcards; Examius Pro, a one-time purchase, unlocks every other exam and deck.