Actuary
Occupation | |
---|---|
Names | Actuary |
Occupation type | |
Activity sectors | |
Description | |
Competencies |
|
Education required | See Credentialing and exams |
Fields of employment |
|
Related jobs | Underwriter |
An actuary is a professional with advanced mathematical skills who deals with the measurement and management of risk and uncertainty.[1] These risks can affect both sides of the balance sheet and require asset management, liability management, and valuation skills.[2] Actuaries provide assessments of financial security systems, with a focus on their complexity, their mathematics, and their mechanisms.[3] The name of the corresponding academic discipline is actuarial science.
While the concept of insurance dates to antiquity,[4][5][6] the concepts needed to scientifically measure and mitigate risks have their origins in the 17th century studies of probability and annuities.[7] Actuaries of the 21st century require analytical skills, business knowledge, and an understanding of human behavior and information systems to design programs that manage risk,[1] by determining if the implementation of strategies proposed for mitigating potential risks, does not exceed the expected cost of those risks actualized. The steps needed to become an actuary, including education and licensing, are specific to a given country, with various additional requirements applied by regional administrative units; however, almost all processes impart universal principles of risk assessment, statistical analysis, and risk mitigation, involving rigorously structured training and examination schedules, taking many years to complete.[8]
The profession has consistently been ranked as one of the most desirable.[9] In various studies in the United States, being an actuary was ranked first or second multiple times since 2010,[10][11][12] and in the top 20 for most of the past decade.[13][14][15][16][17]
Responsibilities
[edit]Actuaries use skills primarily in mathematics, particularly calculus-based probability and mathematical statistics, but also economics, computer science, finance, and business. For this reason, actuaries are essential to the insurance and reinsurance industries, either as staff employees or as consultants; to other businesses, including sponsors of pension plans; and to government agencies such as the Government Actuary's Department in the United Kingdom or the Social Security Administration in the United States of America. Actuaries assemble and analyze data to estimate the probability and likely cost of the occurrence of an event such as death, sickness, injury, disability, or loss of property. Actuaries also address financial questions, including those involving the level of pension contributions required to produce a certain retirement income and the way in which a company should invest resources to maximize its return on investments in light of potential risk. Using their broad knowledge, actuaries help design and price insurance policies, pension plans, and other financial strategies in a manner that will help ensure that the plans are maintained on a sound financial basis.[18][19]
Disciplines
[edit]Most traditional actuarial disciplines fall into two main categories: life and non-life.
Life actuaries, which includes health and pension actuaries, primarily deal with mortality risk, morbidity risk, and investment risk. Products prominent in their work include life insurance, annuities, pensions, short and long term disability insurance, health insurance, health savings accounts, and long-term care insurance.[18] In addition to these risks, social insurance programs are influenced by public opinion, politics, budget constraints, changing demographics, and other factors such as medical technology, inflation, and cost of living considerations.[20]
Non-life actuaries, also known as "property and casualty" (mainly US) or "general insurance" (mainly UK) actuaries, deal with both physical and legal risks that affect people or their property. Products prominent in their work include auto insurance, homeowners insurance, commercial property insurance, workers' compensation, malpractice insurance, product liability insurance, marine insurance, terrorism insurance, and other types of liability insurance.[21]
Actuaries are also called upon for their expertise in enterprise risk management.[18] This can involve dynamic financial analysis, stress testing, the formulation of corporate risk policy, and the setting up and running of corporate risk departments.[22] Actuaries are also involved in other areas in the economic and financial field, such as analyzing securities offerings or market research.[18]
Traditional employment
[edit]On both the life and casualty sides, the classical function of actuaries is to calculate premiums and reserves for insurance policies covering various risks.[23] On the casualty side, this analysis often involves quantifying the probability of a loss event, called the frequency, and the size of that loss event, called the severity. The amount of time that occurs before the loss event is important, as the insurer will not have to pay anything until after the event has occurred. On the life side, the analysis often involves quantifying how much a potential sum of money or a financial liability will be worth at different points in the future. Since neither of these kinds of analysis are purely deterministic processes, stochastic models are often used to determine frequency and severity distributions and the parameters of these distributions. Forecasting interest yields and currency movements also plays a role in determining future costs, especially on the life side.[24]
Actuaries do not always attempt to predict aggregate future events. Often, their work may relate to determining the cost of financial liabilities that have already occurred, called retrospective reinsurance,[25] or the development or re-pricing of new products.[26]
Actuaries also design and maintain products and systems. They are involved in financial reporting of companies' assets and liabilities. They must communicate complex concepts to clients who may not share their language or depth of knowledge. Actuaries work under a code of ethics that covers their communications and work products.[27]
Non-traditional employment
[edit]As an outgrowth of their more traditional roles, actuaries also work in the fields of risk management and enterprise risk management for both financial and non-financial corporations.[28] Actuaries in traditional roles study and use the tools and data previously in the domain of finance.[29] The Basel II accord for financial institutions (2004), and its analogue, the Solvency II accord for insurance companies (in force since 2016), require institutions to account for operational risk separately, and in addition to, credit, reserve, asset, and insolvency risk. Actuarial skills are well suited to this environment because of their training in analyzing various forms of risk, and judging the potential for upside gain, as well as downside loss associated with these forms of risk.[28]
Actuaries are also involved in investment advice and asset management, and can be general business managers and chief financial officers.[30][31] They analyze business prospects with their financial skills in valuing or discounting risky future cash flows, and apply their pricing expertise from insurance to other lines of business. For example, insurance securitization requires both actuarial and finance skills.[32] Actuaries also act as expert witnesses by applying their analysis in court trials to estimate the economic value of losses such as lost profits or lost wages.[33]
History
[edit]Need for insurance
[edit]The basic requirements of communal interests gave rise to risk sharing since the dawn of civilization.[5] For example, people who lived their entire lives in a camp had the risk of fire, which would leave their band or family without shelter. After barter came into existence, more complex risks emerged and new forms of risk manifested. Merchants embarking on trade journeys bore the risk of losing goods entrusted to them, their own possessions, or even their lives. Intermediaries developed to warehouse and trade goods, which exposed them to financial risk. The primary providers in extended families or households ran the risk of premature death, disability or infirmity, which could leave their dependents to starve. Credit procurement was difficult if the creditor worried about repayment in the event of the borrower's death or infirmity. Alternatively, people sometimes lived too long from a financial perspective, exhausting their savings, if any, or becoming a burden on others in the extended family or society.[6]
Early attempts
[edit]In the ancient world there was not always room for the sick, suffering, disabled, aged, or the poor—these were often not part of the cultural consciousness of societies.[34] Early methods of protection, aside from the normal support of the extended family, involved charity; religious organizations or neighbors would collect for the destitute and needy. By the middle of the 3rd century, charitable operations in Rome supported 1,500 suffering people.[34] Charitable protection remains an active form of support in the modern era,[35] but receiving charity is uncertain and often accompanied by social stigma.[6]
Elementary mutual aid agreements and pensions did arise in antiquity.[36] Early in the Roman empire, associations were formed to meet the expenses of burial, cremation, and monuments—precursors to burial insurance and friendly societies. A small sum was paid into a communal fund on a weekly basis, and upon the death of a member, the fund would cover the expenses of rites and burial. These societies sometimes sold shares in the building of columbāria, or burial vaults, owned by the fund.[4] Other early examples of mutual surety and assurance pacts can be traced back to various forms of fellowship within the Saxon clans of England and their Germanic forebears, and to Celtic society.[5]
Non-life insurance started as a hedge against loss of cargo during sea travel. Anecdotal reports of such guarantees occur in the writings of Demosthenes, who lived in the 4th century BCE.[6] The earliest records of an official non-life insurance policy come from Sicily, where there is record of a 14th-century contract to insure a shipment of wheat.[37] In 1350, Lenardo Cattaneo assumed "all risks from act of God, or of man, and from perils of the sea" that may occur to a shipment of wheat from Sicily to Tunis up to a maximum of 300 florins. For this he was paid a premium of 18%.[6]
Development of theory
[edit]During the 17th century, a more scientific basis for risk management was being developed. In 1662, a London draper named John Graunt showed that there were predictable patterns of longevity and death in a defined group, or cohort, of people, despite the uncertainty about the future longevity or mortality of any one individual. This study became the basis for the original life table. Combining this idea with that of compound interest and annuity valuation, it became possible to set up an insurance scheme to provide life insurance or pensions for a group of people, and to calculate with some degree of accuracy each member's necessary contributions to a common fund, assuming a fixed rate of interest. The first person to correctly calculate these values was Edmond Halley.[7] In his work, Halley demonstrated a method of using his life table to calculate the premium someone of a given age should pay to purchase a life-annuity.[38]
Early actuaries
[edit]James Dodson's pioneering work on the level premium system led to the formation of the Society for Equitable Assurances on Lives and Survivorship (now commonly known as Equitable Life) in London in 1762. This was the first life insurance company to use premium rates that were calculated scientifically for long-term life policies, using Dodson's work. After Dodson's death in 1757, Edward Rowe Mores took over the leadership of the group that eventually became the Society for Equitable Assurances. It was he who specified that the chief official should be called an actuary.[39] Previously, the use of the term had been restricted to an official who recorded the decisions, or acts, of ecclesiastical courts, in ancient times originally the secretary of the Roman senate, responsible for compiling the Acta Senatus.[40] Other companies that did not originally use such mathematical and scientific methods most often failed or were forced to adopt the methods pioneered by Equitable.[41]
Development of the modern profession
[edit]In the 18th and 19th centuries, computational complexity was limited to manual calculations. The calculations required to compute fair insurance premiums can be burdensome. The actuaries of that time developed methods to construct easily used tables, using arithmetical short-cuts called commutation functions, to facilitate timely, accurate, manual calculations of premiums.[42] In the mid-19th century, professional bodies were founded to support and further both actuaries and actuarial science, and to protect the public interest by ensuring competency and ethical standards.[43] Since calculations were cumbersome, actuarial shortcuts were commonplace.
Non-life actuaries followed in the footsteps of their life compatriots in the early 20th century. In the United States, the 1920 revision to workers' compensation rates took over two months of around-the-clock work by day and night teams of actuaries.[44] In the 1930s and 1940s, rigorous mathematical foundations for stochastic processes were developed.[45] Actuaries began to forecast losses using models of random events instead of deterministic methods. Computers further revolutionized the actuarial profession. From pencil-and-paper to punchcards to microcomputers, the modeling and forecasting ability of the actuary has grown vastly.[46]
Another modern development is the convergence of modern finance theory with actuarial science.[47] In the early 20th century, some economists and actuaries were developing techniques that can be found in modern financial theory, but for various historical reasons, these developments did not achieve much recognition.[48][49] In the late 1980s and early 1990s, there was a distinct effort for actuaries to combine financial theory and stochastic methods into their established models.[50] In the 21st century, the profession, both in practice and in the educational syllabi of many actuarial organizations, combines tables, loss models, stochastic methods, and financial theory,[51] but is still not completely aligned with modern financial economics.[52]
Remuneration and ranking
[edit]As there are relatively few actuaries in the world compared to other professions, actuaries are in high demand, and are highly paid for the services they render.[53][54]
The actuarial profession has been consistently ranked for decades as one of the most desirable. Actuaries work comparatively reasonable hours, in comfortable conditions, without the need for physical exertion that may lead to injury, are well paid, and the profession consistently has a good hiring outlook.[9] Not only has the overall profession ranked highly, but it also is considered one of the best professions for women,[55] and one of the best recession-proof professions.[56] In the United States, the profession was rated as the best profession by CareerCast, which uses five key criteria to rank jobs—environment, income, employment outlook, physical demands, and stress, in 2010,[57] 2013,[11] and 2015.[12] In other years, it remained in the top 20.[10][13][14][15][16][17]
Credentialing and exams
[edit]Becoming a fully credentialed actuary requires passing a rigorous series of professional examinations, usually taking several years. In some countries, such as Denmark, most study takes place in a university setting.[58] In others, such as the US, most study takes place during employment through a series of examinations.[59][60] In the UK, and countries based on its process, there is a hybrid university-exam structure.[61]
Exam support
[edit]As these qualifying exams are extremely rigorous, support is usually available to people progressing through the exams. Often, employers provide paid on-the-job study time and paid attendance at seminars designed for the exams.[62] Also, many companies that employ actuaries have automatic pay raises or promotions when exams are passed. As a result, actuarial students have strong incentives for devoting adequate study time during off-work hours. A common rule of thumb for exam students is that, for the Society of Actuaries examinations, roughly 400 hours of study time are necessary for each four-hour exam.[63] Thus, thousands of hours of study time should be anticipated over several years, assuming no failures.[8]
Pass marks and pass rates
[edit]Historically, the actuarial profession has been reluctant to specify the pass marks for its examinations.[64][65] To address concerns that there are pre-existing pass/fail quotas, a former chairman of the Board of Examiners of the Institute and Faculty of Actuaries stated: "Although students find it hard to believe, the Board of Examiners does not have fail quotas to achieve. Accordingly, pass rates are free to vary (and do). They are determined by the quality of the candidates sitting the examination and in particular how well prepared they are. Fitness to pass is the criterion, not whether you can achieve a mark in the top 40% of candidates sitting."[64] In 2000, the Casualty Actuarial Society (CAS) decided to start releasing pass marks for the exams it offers.[65] The CAS's policy is also not to grade to specific pass ratios; the CAS board affirmed in 2001 that "the CAS shall use no predetermined pass ratio as a guideline for setting the pass mark for any examination. If the CAS determines that 70% of all candidates have demonstrated sufficient grasp of the syllabus material, then those 70% should pass. Similarly, if the CAS determines that only 30% of all candidates have demonstrated sufficient grasp of the syllabus material, then only those 30% should pass."[66]
Notable actuaries
[edit]- Nathaniel Bowditch (1773–1838)
- Early American mathematician remembered for his work on ocean navigation. In 1804, Bowditch became what was probably the United States of America's second insurance actuary as president of the Essex Fire and Marine Insurance Company in Salem, Massachusetts [67]
- Harald Cramér (1893–1985)
- Swedish actuary and probabilist notable for his contributions in mathematical statistics, such as the Cramér–Rao inequality.[68] Cramér was an Honorary President of the Swedish Actuarial Society [69]
- James Dodson (c. 1705 – 1757)
- Head of the Royal Mathematical School, and Stone's School, Dodson built on the statistical mortality tables developed by Edmund Halley in 1693 [70]
- Edmond Halley (1656–1742)
- While Halley actually predated much of what is now considered the start of the actuarial profession, he was the first to rigorously calculate premiums for a life insurance policy mathematically and statistically [38]
- James C. Hickman (1927–2006)
- American actuarial educator, researcher, and author [71]
- Oswald Jacoby (1902–1984)
- American actuary best known as a contract bridge player, he was the youngest person ever to pass four examinations of the Society of Actuaries [72]
- David X. Li
- Canadian qualified actuary who in the first decade of the 21st century pioneered the use of Gaussian copula models for the pricing of collateralized debt obligations (CDOs) [73]
- Edward Rowe Mores (1731–1778)
- First person to use the title 'actuary' with respect to a business position [39]
- William Morgan (1750–1833)
- Morgan was the appointed Actuary of the Society for Equitable Assurances in 1775. He expanded on Mores's and Dodson's work, and may be considered the father of the actuarial profession in that his title became applied to the field as a whole. [74]
- Robert J. Myers (1912–2010)
- American actuary who was instrumental in the creation of the U.S. Social Security program [75]
- Frank Redington (1906–1984)
- British actuary who developed the Redington Immunization Theory.[76]
- Isaac M. Rubinow (1875–1936)
- Founder and first president of the Casualty Actuarial Society.[77]
- Elizur Wright (1804–1885)
- American actuary and abolitionist, professor of mathematics at Western Reserve College (Ohio). He campaigned for laws that required life insurance companies to hold sufficient reserves to guarantee that policies would be paid.[78]
Fictional actuaries
[edit]Actuaries have appeared in works of fiction including literature, theater, television, and film. At times, they have been portrayed as "math-obsessed, socially disconnected individuals with shockingly bad comb-overs", which has resulted in a mixed response amongst actuaries themselves.[79]
Citations
[edit]- ^ a b Be an Actuary 2022a.
- ^ Be an Actuary 2022b.
- ^ Trowbridge 1989, p. 7.
- ^ a b Johnston 1903, §475–§476.
- ^ a b c Loan 1992.
- ^ a b c d e Lewin 2007, pp. 3–4.
- ^ a b Heywood 1985.
- ^ a b Feldblum 2001, p. 6.
- ^ a b Riley 2013.
- ^ a b Thomas 2012.
- ^ a b Weber 2013.
- ^ a b CareerCast 2015.
- ^ a b CareerCast 2014.
- ^ a b CareerCast 2016.
- ^ a b CNN Money 2017.
- ^ a b CareerCast 2019.
- ^ a b CareerCast 2021.
- ^ a b c d Bureau of Labor Statistics 2022.
- ^ Government Actuary's Department 2015.
- ^ GAO 2000.
- ^ AIA 2014.
- ^ Institute and Faculty of Actuaries 2011b.
- ^ Institute and Faculty of Actuaries 2014, pp. 12–14.
- ^ Tolley, Hickman & Lew 2012.
- ^ Gillam 1991.
- ^ Heeney & Probert 2002.
- ^ ASB 2022.
- ^ a b D'Arcy 2005.
- ^ Feldblum 2001, p. 8.
- ^ Mungan 2002.
- ^ Stefan 2010.
- ^ Krutov 2006.
- ^ Wagner 2006.
- ^ a b Perkins 1995.
- ^ GivingUSA 2009.
- ^ Thucydides.
- ^ Sweeting 2011, p. 14.
- ^ a b Halley 1693.
- ^ a b Ogborn 1956, p. 235.
- ^ Ogborn 1956, p. 233.
- ^ Bühlmann 1997, p. 166.
- ^ Slud 2006.
- ^ Hickman 2004, p. 4.
- ^ Michelbacher 1920, pp. 224, 230.
- ^ Bühlmann 1997, p. 168.
- ^ MacGinnitie 1980, pp. 50–51.
- ^ Bühlmann 1997, pp. 169–171.
- ^ Whelan 2002.
- ^ They were relevant to, and achieved recognition from, short-term derivatives traders and the like, but most actuaries ignored them because they were unsuitable for long-term actuarial calculations; they relied heavily on parameter values that were derived from obsolete economic history and were extremely uncertain – in effect, arbitrary – in the context of predicting the longer-term future.
- ^ D'Arcy 1989.
- ^ Feldblum 2001, pp. 8–9.
- ^ Bader & Gold 2003.
- ^ Hennessy 2003.
- ^ Kurtz 2013.
- ^ Shavin 2014.
- ^ Kiviat 2008.
- ^ Needleman 2010.
- ^ Norberg 1990, p. 407.
- ^ SOA 2018.
- ^ CAS 2022.
- ^ Institute and Faculty of Actuaries 2011a.
- ^ Be an Actuary 2022c.
- ^ Sieger 1998.
- ^ a b Muckart 2010.
- ^ a b Prevosto 2000.
- ^ CAS 2001.
- ^ Seltzer & Alin 1969.
- ^ Cramér 1946.
- ^ Kendall 1983.
- ^ Lewin 2007, p. 38.
- ^ Chaptman 2006.
- ^ SOA 1984.
- ^ Salmon 2009.
- ^ Ogborn 1973, p. 8.
- ^ Williams Walsh 2010.
- ^ The Actuary 2003.
- ^ CASF 2008.
- ^ Stearns 1905.
- ^ Coleman 2003.
Works cited
[edit]- Actuarial Careers (2022). "Actuarial Salaries & Benefits 2022 – Hays". Retrieved December 8, 2022.
- Actuarial Standards Board (2022). "About ASB". Retrieved December 7, 2022.
- "The Greatest British Actuary ever®". The Actuary. Institute and Faculty of Actuaries. 2003. Archived from the original on October 5, 2015. Retrieved May 1, 2015.
- American Insurance Association (2014). Property-Casualty Insurance Basics (Report). Archived from the original (PDF) on March 23, 2015. Retrieved April 29, 2015.
- Bader, Lawrence N.; Gold, Jeremy (2003). "Reinventing Pension Actuarial Science" (PDF). Pension Forum. Vol. 14, no. 2. pp. 1–39. Archived (PDF) from the original on October 10, 2022. Retrieved September 14, 2008.
- "What Do We Do?". Be an Actuary. 2022. Retrieved December 5, 2022.
- "How we manage risk". Be an Actuary. 2022. Retrieved December 5, 2022.
- "Exam FAQs". Be an Actuary. 2022. Retrieved December 5, 2022.
- Bühlmann, Hans (November 1997). "The actuary: The role and limitations of the profession since the mid-19th century" (PDF). ASTIN Bulletin. 27 (2): 165–171. doi:10.2143/ast.27.2.542046. Archived (PDF) from the original on October 10, 2022. Retrieved June 28, 2006.
- "Actuaries". Occupational Outlook Handbook. Bureau of Labor Statistics, U.S. Department of Labor. September 8, 2022. Retrieved December 5, 2022.
- CareerCast (2014). "Best Jobs of 2014: 4. Actuary". CareerCast. Archived from the original on April 25, 2015. Retrieved April 26, 2015.
- CareerCast (2015). "The Best Jobs of 2015: No. 1 Actuary". CareerCast. Archived from the original on April 27, 2015. Retrieved April 27, 2015.
- CareerCast (2016). "The Best Jobs of 2016: 10. Actuary". CareerCast. Archived from the original on January 11, 2018. Retrieved January 10, 2018.
- CareerCast (2019). "The Best Jobs of 2019: 10. Actuary". CareerCast. Archived from the original on June 14, 2020. Retrieved December 5, 2022.
- CareerCast (2021). "The Best Jobs of 2021: 9. Actuary". CareerCast. Archived from the original on December 5, 2022. Retrieved December 5, 2022.
- "Policy For Setting Pass Marks". Exams & Admissions. Casualty Actuarial Society. March 2, 2001. Archived from the original on August 7, 2013. Retrieved June 12, 2013.
- "History". CAS Overview. Casualty Actuarial Society. 2008. Archived from the original on October 30, 2008. Retrieved August 14, 2011.
- "Exams". Exams & Admissions. Casualty Actuarial Society. 2022. Retrieved December 5, 2022.
- Chaptman, Dennis (September 13, 2006). "James C. Hickman, former business school dean, dies". News. University of Wisconsin–Madison. Archived from the original on January 9, 2008. Retrieved January 11, 2008.
- "Best Jobs in America". CNN Money. 2017. Retrieved April 14, 2020.
- Coleman, Lynn G. (Spring 2003). "Was "About Schmidt" about actuaries?". The Future Actuary. 12 (1). Archived from the original on August 28, 2006. Retrieved September 24, 2017.
- Cramér, Harald (1946). Mathematical Methods of Statistics. Princeton, NJ: Princeton Univ. Press. ISBN 978-0-691-08004-8. OCLC 185436716.
- D'Arcy, Stephen P. (May 1989). "On Becoming An Actuary of the Third Kind" (PDF). Proceedings of the Casualty Actuarial Society. LXXVI (145): 45–76. Archived (PDF) from the original on October 10, 2022. Retrieved June 28, 2006.
- D'Arcy, Stephen P. (November 2005). "On Becoming An Actuary of the Fourth Kind" (PDF). Proceedings of the Casualty Actuarial Society. XCII (177): 745–754. Archived from the original (PDF) on August 8, 2007. Retrieved July 5, 2007.
- Feldblum, Sholom (2001) [1990]. "Introduction". In Lowe, Robert F. (ed.). Foundations of Casualty Actuarial Science (4th ed.). Arlington, Virginia: Casualty Actuarial Society. ISBN 978-0-9624762-2-8. LCCN 2001088378.
- Gillam, William R. (1991). "Retrospective Rating: Excess Loss Factors" (PDF). Proceedings of the Casualty Actuarial Society. LXXVIII: 1–40. Retrieved January 10, 2021.
- "U.S. charitable giving estimated to be $307.65 billion in 2008" (PDF). Giving USA. Giving USA Foundation. June 10, 2009. Archived from the original (PDF) on March 4, 2012. Retrieved August 4, 2011.
- Government Accountability Office (January 14, 2000). Social Security: Actuarial Projections of the Trust Funds (PDF) (Report). pp. 19–85. AIMD-00-53R. Retrieved December 8, 2022.
- "About us". Government Actuary's Department. Gov.uk. 2015. Retrieved April 29, 2015.
- Halley, Edmond (1693). "An Estimate of the Degrees of the Mortality of Mankind, Drawn from Curious Tables of the Births and Funerals at the City of Breslaw; With an Attempt to Ascertain the Price of Annuities upon Lives". Philosophical Transactions of the Royal Society of London. 17 (192–206): 596–610. doi:10.1098/rstl.1693.0007. S2CID 186214203.
- Heeney, David; Probert, Terry (March 22, 2002). Actuaries and Product Development: A step beyond Px:n = Ax:n / äx:n (PDF). 27th International Congress of Actuaries. Retrieved January 10, 2021.
- Hennessy, Kathleen (February 16, 2003). "Actuaries". Wage slaves: careers profiled. The Guardian. Retrieved May 4, 2015.
- Heywood, Geoffrey (1985). "Edmond Halley: astronomer and actuary" (PDF). Journal of the Institute of Actuaries. 112 (2): 279–301. doi:10.1017/S002026810004213X. Archived (PDF) from the original on October 8, 2015. Retrieved April 29, 2015.
- Hickman, James (2004). "History of Actuarial Profession" (PDF). Encyclopedia of Actuarial Science. John Wiley & Sons, Ltd. p. 4. Archived from the original (PDF) on August 4, 2004. Retrieved June 28, 2006.
- "Our qualifications". Student. Institute and Faculty of Actuaries. 2011. Archived from the original on February 12, 2012. Retrieved February 27, 2012.
- "Actuaries in Risk Management Actuarial Profession Survey 2010/2011" (PDF). Institute and Faculty of Actuaries. May 2011. Archived from the original (PDF) on March 20, 2012. Retrieved February 27, 2012.
- "Practice areas" (PDF). The Official Guide to Becoming an Actuary. Institute and Faculty of Actuaries. September 26, 2014. Archived from the original (PDF) on September 24, 2017. Retrieved September 24, 2017.
- Johnston, Harold Whetstone (1932) [1903]. "Burial places and funeral ceremonies". The Private Life of the Romans. Revised by Mary Johnston. Chicago, Atlanta: Scott, Foresman and Company. pp. §475–§476. ISBN 978-0-8154-0453-8. LCCN 32007692. Archived from the original on April 14, 2003. Retrieved June 26, 2006.
Early in the Empire, associations were formed for the purpose of meeting the funeral expenses of their members, whether the remains were to be buried or cremated, or for the purpose of building columbāria, or for both ... If the members had provided places for the disposal of their bodies after death, they now provided for the necessary funeral expenses by paying into the common fund weekly a small fixed sum, easily within the reach of the poorest of them. When a member died, a stated sum was drawn from the treasury for his funeral ... If the purpose of the society was the building of a columbārium, the cost was first determined and the sum total divided into what we should call shares (sortēs virīlēs), each member taking as many as he could afford and paying their value into the treasury.
- Kendall, David (1983). "A Tribute to Harald Cramer". Journal of the Royal Statistical Society. Series A (General). 146 (3): 211–212. ISSN 0035-9238. JSTOR 2981652.
- Kiviat, Barbara (November 13, 2008). "Where the Recession-Proof Jobs Are". Time. Retrieved May 15, 2015.
- Krutov, Alex (2006). "Insurance Linked Securities". Financial Engineering News Magazine (48). Archived from the original on June 9, 2007. Retrieved November 30, 2006.
- Kurtz, Annalyn (April 25, 2013). "The best job you never thought of". Money. CNN. Retrieved May 4, 2015.
- Lewin, Chris (June 14, 2007). "Actuarial History". Institute and Faculty of Actuaries. Archived from the original on October 20, 2011. Retrieved February 27, 2012.
- Loan, Albert (Winter 1991–1992). "Institutional Bases of the Spontaneous Order: Surety and Assurance". Humane Studies Review. 7 (1). Archived from the original on June 14, 2006. Retrieved June 26, 2006.
- MacGinnitie, James (November 1980). "The Actuary and his Profession: Growth, Development, Promise" (PDF). Proceedings of the Casualty Actuarial Society. LXVII (127): 49–56. Archived from the original (PDF) on March 5, 2016. Retrieved July 20, 2015.
- Michelbacher, Gustav F. (1920). "The Technique of Rate Making as Illustrated by the 1920 National Revision of Workmen's Compensations Insurance Rates" (PDF). Proceedings of the Casualty Actuarial Society. VI (14): 201–249. Archived (PDF) from the original on October 10, 2022. Retrieved June 28, 2006.
- Muckart, Richard (2010). "Q&A: Making the grade". The Actuary. Archived from the original on May 5, 2015. Retrieved June 13, 2013.
- Mungan, Kenneth P. (2002). "The Practicing Investment Actuary" (PDF). The Record. 28 (3). Society of Actuaries: 1–27. Retrieved May 4, 2015.
- Needleman, Sarah E. (January 5, 2010). "The Best and Worst Jobs". The Wall Street Journal. Retrieved January 7, 2010.
- Norberg, Ragnar (1990). Actuarial Statistics – The European Perspective (PDF). International Conference on the Teaching of Statistics 3, Dunedin, New Zealand. Auckland, New Zealand: International Association for Statistical Education. pp. 405–410. Archived from the original (PDF) on March 9, 2012. Retrieved February 27, 2012.
- Ogborn, M. E. (December 1956). "The Professional Name of Actuary" (PDF). Journal of the Institute of Actuaries. 82 (2). Faculty and Institute of Actuaries: 233–246. doi:10.1017/S0020268100046424. JSTOR 41139195. Archived (PDF) from the original on March 20, 2012. Retrieved April 27, 2011.
- Ogborn, M. E. (July 1973). "Catalogue of an exhibition illustrating the history of actuarial science in the United Kingdom" (PDF). Journal of the Institute of Actuaries. 100. Faculty and Institute of Actuaries: 7–8. Archived (PDF) from the original on March 20, 2012. Retrieved April 27, 2011.
- Perkins, Judith (August 25, 1995). The Suffering Self; Pain and Narrative Representation in the Early Christian Era. London, England: Routledge. ISBN 978-0-415-11363-2. LCCN 94042650.
- Prevosto, Virginia R. (December 2000). "CAS Board of Directors Approves New Pass Mark Disclosure Policy" (PDF). Future Fellows. Casualty Actuarial Society. Archived from the original (PDF) on September 23, 2015. Retrieved May 4, 2015.
- Riley, Cindy (2013). "Actuaries in action: Why it's rated the number one profession". STEM Education. Archived from the original on February 23, 2014. Retrieved July 20, 2015.
- Salmon, Felix (March 2009). "Recipe for Disaster: The Formula That Killed Wall Street". Wired Magazine. Vol. 17, no. 3. Archived from the original on May 16, 2015. Retrieved May 1, 2015.
- Seltzer, Frederic; Alin, Steven I. (1969). "The First American Actuary" (PDF). The Actuary. 3 (8). Society of Actuaries. Retrieved May 1, 2015.
- Shavin, Naomi (June 13, 2014). "The 12 Best Jobs For Women In 2014". Forbes. Retrieved May 15, 2015.
- Sieger, Richard (March 1998). "What is an Actuary?". Future Fellows. 4 (1). Archived from the original on September 15, 2015. Retrieved July 20, 2015.
- Slud, Eric V. (2006) [2001]. "6: Commutation Functions, Reserves & Select Mortality" (PDF). Actuarial Mathematics and Life-Table Statistics (PDF). pp. 149–150. Archived (PDF) from the original on October 10, 2022. Retrieved June 28, 2006.
The Commutation Functions are a computational device to ensure that net single premiums ... can all be obtained from a single table lookup. Historically, this idea has been very important in saving calculational labor when arriving at premium quotes. Even now ... company employees without quantitative training could calculate premiums in a spreadsheet format with the aid of a life table.
- "Admission Requirements to the SOA". Education & Exams. Society of Actuaries. 2018. Retrieved January 10, 2018.
- "Oswald Jacoby". Obituary. Transactions of the Society of Actuaries. 36. Society of Actuaries: 616. October 1984. Archived from the original (PDF) on October 9, 2016. Retrieved March 5, 2016.
- Stearns, Frank Preston (1905). "Elizur Wright" (text). Cambridge sketches (1st ed.). Philadelphia, Pennsylvania: J. B. Lippincott Company. LCCN 05011051. Retrieved June 10, 2015.
This danger could only be averted by placing their rates of insurance on a scientific basis, which should be the same and unalterable for all companies. ... After two or three interviews with Elizur Wright the presidents of the companies came to the conclusion that he was exactly the man that they wanted, and they commissioned him to draw up a revised set of tables and rates which could serve them for a uniform standard.
- Stefan, Michael (2010). "Careers: Breaking the actuarial ceiling". The Actuary. Institute and Faculty of Actuaries. Archived from the original on July 4, 2015. Retrieved April 27, 2015.
- Sweeting, Paul (2011). Financial Enterprise Risk Management. International Series on Actuarial Science. Cambridge University Press. ISBN 978-0-521-11164-5. LCCN 2011025050.
- Thomas, David (2012). "Be happy: Become an actuary". Archived from the original on April 20, 2012. Retrieved December 8, 2022.
- Thucydides (2009) [c. 431 BCE]. "VI – Funeral Oration of Pericles". The History of the Peloponnesian War. Translated by Richard Crawley. Greece. ISBN 978-0-525-26035-6. Retrieved October 28, 2014.
My task is now finished ... those who are here interred have received part of their honours already, and for the rest, their children will be brought up till manhood at the public expense: the state thus offers a valuable prize, as the garland of victory in this race of valour, for the reward both of those who have fallen and their survivors.
{{cite book}}
: CS1 maint: location missing publisher (link) - Tolley, H. Dennis; Hickman, James C.; Lew, Edward A. (2012). "Actuarial and Demographic Forecasting Methods". In Manton, Kenneth G.; Singer, Burton; Suzman, Richard M. (eds.). Forecasting the Health of Elderly Populations. Springer Series in Statistics. Springer Science & Business Media. p. 42. ISBN 978-1-4613-9332-0. LCCN 92048819.
- Trowbridge, Charles L. (1989). "Fundamental Concepts of Actuarial Science" (PDF). Revised Edition. Actuarial Education and Research Fund. Archived from the original (PDF) on June 29, 2006. Retrieved June 28, 2006.
- Ugwumadu, Judith (September 12, 2013). "Actuary one of ten best UK jobs, says study". The Actuary. Institute and Faculty of Actuaries. Archived from the original on October 6, 2015. Retrieved May 15, 2015.
- Wagner, Darryl G. (2006). "Is Serving as an Expert Witness in Your Future? You be the Judge". Society of Actuaries. Retrieved April 26, 2015.
- Weber, Lauren (2013). "Dust Off Your Math Skills: Actuary Is Best Job of 2013". The Wall Street Journal. Archived from the original on April 23, 2013. Retrieved April 24, 2013.
- Whelan, Shane (December 2002). "Actuaries' contributions to financial economics" (PDF). The Actuary. Staple Inn Actuarial Society. pp. 34–35. Archived from the original (PDF) on July 24, 2006. Retrieved June 28, 2006.
- Williams Walsh, Mary (February 25, 2010). "Robert J. Myers, Actuary Who Shaped Social Security Program, Dies at 97". The New York Times. Archived from the original on January 6, 2022. Retrieved December 8, 2022.