Associate of the Society of Actuaries (ASA/FSA) FSA Modules and Capstone Requirements Syllabus

FSA Modules and Capstone Requirements syllabus — full chapter and topic list

Expand any chapter to see its topics and sub-topics. This is the whole examinable outline for FSA Modules and Capstone Requirements in Associate of the Society of Actuaries (ASA/FSA), not a summary of it.

1. 1

   Validation by Educational Experience (VEE)

   3 topics

   • VEE Economics
     • Microeconomics principles
     • Macroeconomics principles
   • VEE Accounting and Finance
     • Corporate finance fundamentals
     • Financial statement analysis
   • VEE Mathematical Statistics
     • Estimation and hypothesis testing
     • Properties of estimators
2. 2

   ASA-Level Online Modules and Assessments

   3 topics

   • Fundamentals of Actuarial Practice (FAP)
     • The control cycle (define, design, monitor)
     • Final assessment and end-of-module exercises
   • Advanced Topics in Predictive Analytics (ATPA)
     • Applied modeling assessment
   • Professionalism and Ethics Requirements
     • Code of Professional Conduct
     • Actuarial Standards of Practice
3. 3

   FSA Specialty Tracks

   5 topics

   • Quantitative Finance and Investment (QFI)
     • Portfolio management and derivatives
     • Quantitative methods
   • Individual Life and Annuities (ILA)
     • Product design and pricing
     • Valuation and financial reporting
   • Group and Health (GH)
     • Health plan financial management
     • Health pricing and valuation
   • Retirement Benefits (RET)
     • Pension funding and design
     • Regulatory and accounting standards
   • Corporate Finance and Enterprise Risk Management (CFE)
     • Enterprise risk management framework
     • Capital management and decision-making
4. 4

   FSA Capstone: Decision Making and Communication

   3 topics

   • DMAC Module
     • Strategic decision frameworks
     • Stakeholder communication
   • Capstone Assessment
     • Final integrative project
     • Written communication evaluation
   • Fellowship Admission Course
     • Professionalism seminar
     • Case study presentations

FSA Modules and Capstone Requirements flashcards for Associate of the Society of Actuaries (ASA/FSA)

18 of 51 cards from the FSA Modules and Capstone Requirements deck — real questions with worked answers.

1. What does the abbreviation "VEE" stand for in the SOA pathway, and what is its purpose?

   VEE stands for Validation by Educational Experience. It validates foundational knowledge in three areas (Economics, Accounting & Finance, Mathematical Statistics) through approved coursework or exams, rather than through SOA-administered actuarial exams.

2. List the three VEE topic areas required for the ASA designation.

   1) VEE Economics, 2) VEE Accounting and Finance, and 3) VEE Mathematical Statistics.

3. What core subjects are covered by the VEE Economics requirement?

   Microeconomics and macroeconomics: supply and demand, market structures, elasticity, GDP, inflation, monetary and fiscal policy, and interest-rate determination.

4. What topics fall under VEE Accounting and Finance?

   Financial accounting (financial statements, balance sheet, income statement, cash flows) and corporate finance (capital budgeting, cost of capital, capital structure, valuation).

5. What is the focus of the VEE Mathematical Statistics requirement?

   Statistical inference: point and interval estimation, hypothesis testing, maximum likelihood estimation, properties of estimators (unbiasedness, consistency, efficiency), and the central limit theorem.

6. State the formula for the maximum likelihood estimator's likelihood function for an i.i.d. sample, a key VEE Mathematical Statistics concept.

   For i.i.d. observations $x_{1},\dots,x_{n}$ with density $f(x;\theta)$, the likelihood is $$L(\theta)=\prod_{i=1}^{n} f(x_{i};\theta),$$ and the MLE $\hat{\theta}$ maximizes $L(\theta)$ (equivalently $\ln L(\theta)$).

7. In VEE Economics, write the formula relating real GDP growth, nominal growth, and inflation (the approximation).

   $$\text{Real growth} \approx \text{Nominal growth} - \text{Inflation rate}.$$ Exactly, $1+r_{\text{real}}=\dfrac{1+r_{\text{nominal}}}{1+\pi}$.

8. What is the FAP module, and what is its role in the ASA pathway?

   FAP (Fundamentals of Actuarial Practice) is an e-learning course of eight interactive modules culminating in two assessments. It teaches the control cycle and applies actuarial concepts across all practice areas, integrating the candidate's exam knowledge.

9. Describe the "actuarial control cycle" emphasized in FAP.

   A problem-solving framework: 1) define the problem, 2) design the solution, and 3) monitor the results/experience, all conducted within a professional and external (economic, regulatory, social) environment, with feedback loops.

10. How many modules does the FAP course contain, and what are the two graded components?

    FAP contains eight modules. The two graded components are the Interim Assessment (after Module 5) and the Final Assessment (after Module 8).

11. What is ATPA, and at what stage of the SOA pathway does it sit?

    ATPA is the Advanced Topics in Predictive Analytics assessment. It is an FSA-level (Fellowship) requirement that builds on ASA-level predictive analytics, requiring candidates to apply advanced modeling techniques to a project-based, open-response problem.

12. Name several modeling techniques a candidate must master for predictive analytics assessments like ATPA.

    Generalized linear models (GLMs), regularization (lasso/ridge), decision trees, random forests, gradient boosting, principal component analysis, cluster analysis, and model validation (cross-validation, train/test splits).

13. Write the elastic net penalty that combines lasso and ridge regularization, relevant to predictive analytics.

    $$\hat{\beta}=\arg\min_{\beta}\ \|y-X\beta\|_{2}^{2}+\lambda\big(\alpha\|\beta\|_{1}+(1-\alpha)\|\beta\|_{2}^{2}\big),$$ where $\alpha=1$ gives lasso and $\alpha=0$ gives ridge.

14. What is the GLM link-function form for a Poisson regression commonly used in actuarial frequency modeling?

    A log link: $$\ln(\mu_{i})=\eta_{i}=\mathbf{x}_{i}^{\top}\boldsymbol{\beta},$$ so $\mu_{i}=e^{\mathbf{x}_{i}^{\top}\boldsymbol{\beta}}$, ensuring the predicted count mean is positive.

15. What does the Professionalism and Ethics requirement (APC) consist of for new associates?

    The Associateship Professionalism Course (APC) is a required seminar/course covering the Code of Professional Conduct, Actuarial Standards of Practice (ASOPs), qualification standards, and ethical decision-making, taken on the path to ASA.

16. What are the two governing documents/standards central to actuarial professionalism in the US?

    The Code of Professional Conduct (issued by US actuarial organizations) and the Actuarial Standards of Practice (ASOPs) promulgated by the Actuarial Standards Board (ASB).

17. List the six FSA specialty (Fellowship) tracks offered by the SOA.

    1) Quantitative Finance and Investment (QFI), 2) Individual Life and Annuities (ILA), 3) Group and Health (GH), 4) Retirement Benefits (RET), 5) Corporate Finance and Enterprise Risk Management (CFE), and 6) General Insurance (GI).

18. What is the focus of the Quantitative Finance and Investment (QFI) FSA track?

    Advanced investment and quantitative finance: derivatives pricing, fixed income, portfolio management, asset-liability management (ALM), interest-rate and credit risk modeling, and quantitative risk measurement.

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