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SOA Exams & Modules

SOA FSA Exam: LPM

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Basic Terms and Concepts reinsurance: Reinsurance refers to insurance purchased by an insurance company to cover all or part of certain risks on insurance policies issued by that company. cession: The portion of the risk transferred on an individual policy or contract is known as a cession. reinsurer: Reinsurer agrees to indemnify another insurance company, referred to as the ceding …

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Summary of Questions Question Answer What are the modeling improvements? Modeling Improvements: Adding an interaction term, factorizing a variable, using a tree-based model to take care non-linear relationship. Describe / Explain … (how X is used). Definition of X Explain one way how X is used Discuss … Definition / Effects Evaluate the influence to the subject Examples: discuss the …

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Principal Components and Cluster Analyses LEARNING OBJECTIVES The candidate will be able to apply cluster and principal components analysis to enhance supervised learning. The Candidate will be able to: Understand and apply K-means clustering. Understand and apply hierarchical clustering. Understand and apply principal component analysis.   Chapter Overview As you can tell from its name, Exam PA is mostly concerned …

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[mathjax] Extended Case Study: Classification Trees LEARNING OBJECTIVES The focus of this section is on constructing, evaluating, and interpreting base and ensemble trees. At the completion of this case study, you should be able to: Understand how decision trees form tree splits based on categorical predictors. Understand how decision trees deal with numeric predictors having a non-linear relationship with the …

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[mathjax] Mini-Case Study: A Toy Decision Tree LEARNING OBJECTIVES In this section, we construct a toy decision tree on a small-scale dataset taken from a sample question of the Modern Actuarial Statistics II Exam of the Casualty Actuarial Society and displayed in Table 5.1. The small number of observations makes it possible for us to perform calculations by hand and …

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Accounting Principles

OPBT Rollforward Analysis Summary   Fee Based Income Insurance Operating Income Beginning – Last Year One-off – Claims Experience Actual claim profits – Expected claim profits, from basic and UDR products Actual claim profits – Expected claim profits, from PPR products Expense Experience Actual expense profits – Expected expense profits Lapse and Persistency Experience Anything else that are difficult to …

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Issued: Dec 1987 Superseded by: ASC Summary Scope: For universal life-type contracts that were not addressed by FASB Statement No. 60, Accounting and Reporting by Insurance Enterprises. For limited-payment long-duration insurance contracts and investment contracts and amends Statement 60 to change the reporting of realized gains and losses on investments.   Applicability: {US-FAS97-6} Investment contracts, Long-duration contracts that do not …

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Classification of Insurance Contracts Insurance contracts are classified as short-duration or long-duration contracts. Long-duration contracts: insurance contracts that are expected to remain in force for an extended period include contracts, such as: whole-life, guaranteed renewable term life, endowment, annuity, and title insurance contracts. Otherwise, short-duration contracts. most property and liability insurance contracts.
Defined Terms cedant The policyholder under a reinsurance contract. deposit component A contractual component that is not accounted for as a derivative under IAS 39 and would be within the scope of IAS 39 if it were a separate instrument. direct insurance contract An insurance contract that is not a reinsurance contract. discretionary participation feature A contractual right to receive, …

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Product Classification Definition of Insurance Contract An insurance contract is a contract under which the insurer accepts significant insurance risk from the policyholder by agreeing to compensate the policyholder if a specified uncertain future event (the insured event) adversely affects the policyholder. Definition of Insurance Risk Insurance risk is risk, other than financial risk, transferred from the policyholder to the …

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Please note that the information contained in this post is based on my own research and understanding of the topic. While I have made every effort to ensure its accuracy, I cannot guarantee that it is completely error-free. If you notice any errors or omissions, please let me know so that I can correct them.   Applicability   FAS 60 …

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Coding & Programming

Background There are times you are interested in summing up the results across various dimensions with specified conditions or indicators to exclude some results from the ARRAY_SUM function. There is an incident that I need to separate medical health UCOI cash flows from total medical UCOI cash flows, because there are different loss ratios for these two types of UCOI …

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Calculation Looping

What is calculation looping? Calculation looping is a process whereby parts of the calculation are repeated several times. In many ways it is similar to the rebasing facility. However, calculation looping differs from rebasing in the following ways: With calculation looping the parts that are repeated are repeated for the whole of the period of calculation. With rebasing only the …

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Goal-Seeking in Prophet

Fundamental Concepts Notes Goal-seeking cannot be used in conjunction with looped modules.  If you wish to goal seek at a product or fund level, you should use the REPEAT_LEVEL function.   Variables used in goal-seeking Variable Description SEED_VAL Seed value for first iteration. PREV_VAL Value for current iteration. NEXT_VAL Value for next iteration. IF_CONVERGED If iteration has converged.   How …

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DCS Code Segments

Dates CODE_SEGMENT Dates ; Valuation Date IF LEN(STRVAL(MONTH(EXTRACT_DATE))) = 1 THEN VAL_DATE = STRVAL(YEAR(EXTRACT_DATE)) + “0” + STRVAL(MONTH(EXTRACT_DATE)) ELSE VAL_DATE = STRVAL(YEAR(EXTRACT_DATE)) + STRVAL(MONTH(EXTRACT_DATE)) ENDIF ; Last-Year End LYE_DATE = STRVAL(YEAR(EXTRACT_DATE) – 1) + “12” ; Beginning of Current Year BOY_DATE = STRVAL(YEAR(EXTRACT_DATE)) + “01” ; Last-Month LM_M = STRVAL(NUMVAL(SUBSTR(VAL_DATE, 5, 2)) – 1) IF LEN(LM_M) = 1 THEN LM_M …

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DCS Functions

FUNCTION INSTR(BYVAL TEXT_DATA AS TEXT, BYVAL TEXT_FIND AS TEXT)AS INTEGER ; Match Sub-String and Return its Position     I INTEGER     J INTEGER     FOR I FROM 1 TO LEN(TEXT_DATA) – LEN(TEXT_FIND) + 1         FOR J FROM 1 TO LEN(TEXT_FIND)             IF SUBSTR(TEXT_FIND,J,1) <> SUBSTR(TEXT_DATA,I + J – …

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Function Categories The Prophet programming language provides a wide range of functions which are grouped into the following categories: Array functions Conversion functions Dynamic functions Error / Warning functions Financial functions Logical functions Mathematical functions Product functions Read functions Run Position functions Run Progress functions Run Setting functions Statistical functions Text functions Trigonometric functions Array Functions Function Description ARRAY_INITIALISE Resizes …

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