Emanuel Derman
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Emanuel Derman (born 1945) is a South African-born academic, businessman and writer. He is best known as a
quantitative analyst Quantitative may refer to: * Quantitative research, scientific investigation of quantitative properties * Quantitative analysis (disambiguation) * Quantitative verse, a metrical system in poetry * Statistics, also known as quantitative analysis ...
, and author of the book ''My Life as a Quant: Reflections on Physics and Finance''. He is a co-author of
Black–Derman–Toy model In mathematical finance, the Black–Derman–Toy model (BDT) is a popular short-rate model used in the pricing of bond options, swaptions and other interest rate derivatives; see . It is a one-factor model; that is, a single stochastic factor—t ...
, one of the first interest-rate models, and the Derman–Kani
local volatility A local volatility model, in mathematical finance and financial engineering, is an option pricing model that treats volatility as a function of both the current asset level S_t and of time t . As such, it is a generalisation of the Black–Sch ...
or implied tree model, a model consistent with the
volatility smile Volatility smiles are implied volatility patterns that arise in pricing financial options. It is a parameter (implied volatility) that is needed to be modified for the Black–Scholes formula to fit market prices. In particular for a given expi ...
. Derman, who first came to the U.S. at age 21, in 1966, is currently a
professor Professor (commonly abbreviated as Prof.) is an academic rank at universities and other post-secondary education and research institutions in most countries. Literally, ''professor'' derives from Latin as a "person who professes". Professo ...
at
Columbia University Columbia University (also known as Columbia, and officially as Columbia University in the City of New York) is a private research university in New York City. Established in 1754 as King's College on the grounds of Trinity Church in Manhatt ...
and Director of its program in financial engineering. Until recently he was also the Head of Risk and a partner at KKR Prisma Capital Partners, a
fund of funds A "fund of funds" (FOF) is an investment strategy of holding a portfolio of other investment funds rather than investing directly in stocks, bonds or other securities. This type of investing is often referred to as multi-manager investment. A ...
. His book ''My Life as a Quant: Reflections on Physics and Finance'', published by Wiley in September 2004, was one of
Business Week ''Bloomberg Businessweek'', previously known as ''BusinessWeek'', is an American weekly business magazine published fifty times a year. Since 2009, the magazine is owned by New York City-based Bloomberg L.P. The magazine debuted in New York City ...
's top ten books of the year for 2004. In 2011, he published ''Models.Behaving.Badly'', a book contrasting financial models with the theories of hard science, and also containing some autobiographical material.


Biography

Born to a South African Jewish family, Derman obtained a B.Sc. (Hons) at the
University of Cape Town The University of Cape Town (UCT) ( af, Universiteit van Kaapstad, xh, Yunibesithi ya yaseKapa) is a public research university in Cape Town, South Africa. Established in 1829 as the South African College, it was granted full university statu ...
, and received a Ph.D. in
theoretical physics Theoretical physics is a branch of physics that employs mathematical models and abstractions of physical objects and systems to rationalize, explain and predict natural phenomena. This is in contrast to experimental physics, which uses experim ...
from Columbia in 1973, where he wrote a thesis that proposed a test for a weak-neutral current in
electron The electron ( or ) is a subatomic particle with a negative one elementary electric charge. Electrons belong to the first generation of the lepton particle family, and are generally thought to be elementary particles because they have n ...
-
hadron In particle physics, a hadron (; grc, ἁδρός, hadrós; "stout, thick") is a composite subatomic particle made of two or more quarks held together by the strong interaction. They are analogous to molecules that are held together by the ...
scattering. This experiment was carried out at
SLAC SLAC National Accelerator Laboratory, originally named the Stanford Linear Accelerator Center, is a United States Department of Energy National Laboratory operated by Stanford University under the programmatic direction of the U.S. Departme ...
in 1978 by a team led by Charles Prescott and Richard Taylor, and confirmed the Weinberg–Salam model. Between 1973 and 1980 he did research in theoretical particle physics at the
University of Pennsylvania The University of Pennsylvania (also known as Penn or UPenn) is a Private university, private research university in Philadelphia. It is the fourth-oldest institution of higher education in the United States and is ranked among the highest- ...
, the
University of Oxford , mottoeng = The Lord is my light , established = , endowment = £6.1 billion (including colleges) (2019) , budget = £2.145 billion (2019–20) , chancellor ...
,
Rockefeller University The Rockefeller University is a private biomedical research and graduate-only university in New York City, New York. It focuses primarily on the biological and medical sciences and provides doctoral and postdoctoral education. It is classif ...
and the
University of Colorado at Boulder The University of Colorado Boulder (CU Boulder, CU, or Colorado) is a public research university in Boulder, Colorado. Founded in 1876, five months before Colorado became a state, it is the flagship university of the University of Colorado sy ...
. From 1980 to 1985 he worked at
AT&T Bell Laboratories Nokia Bell Labs, originally named Bell Telephone Laboratories (1925–1984), then AT&T Bell Laboratories (1984–1996) and Bell Labs Innovations (1996–2007), is an American industrial research and scientific development company owned by mult ...
, where he developed computer languages for business modeling applications. In 1985 Derman joined
Goldman Sachs Goldman Sachs () is an American multinational investment bank and financial services company. Founded in 1869, Goldman Sachs is headquartered at 200 West Street in Lower Manhattan, with regional headquarters in London, Warsaw, Bangalore, Ho ...
' fixed income division where he was one of the co-developers of the Black–Derman–Toy interest-rate model. He left Goldman Sachs at the end of 1988 to take a position at
Salomon Brothers Salomon Brothers, Inc., was an American multinational bulge bracket investment bank headquartered in New York. It was one of the five largest investment banking enterprises in the United States and the most profitable firm on Wall Street durin ...
Inc. as head of Adjustable Rate Mortgage Research in the Bond Portfolio Analysis group. Rehired by
Goldman Sachs Goldman Sachs () is an American multinational investment bank and financial services company. Founded in 1869, Goldman Sachs is headquartered at 200 West Street in Lower Manhattan, with regional headquarters in London, Warsaw, Bangalore, Ho ...
, from 1990 to 2000 he led the Quantitative Strategies group in the
Equities In finance, stock (also capital stock) consists of all the shares by which ownership of a corporation or company is divided.Longman Business English Dictionary: "stock - ''especially AmE'' one of the shares into which ownership of a company ...
division, which pioneered the study of
local volatility A local volatility model, in mathematical finance and financial engineering, is an option pricing model that treats volatility as a function of both the current asset level S_t and of time t . As such, it is a generalisation of the Black–Sch ...
models and the
volatility smile Volatility smiles are implied volatility patterns that arise in pricing financial options. It is a parameter (implied volatility) that is needed to be modified for the Black–Scholes formula to fit market prices. In particular for a given expi ...
. He was appointed a managing director of Goldman Sachs in 1997. In 2000, he became head of the firm’s Quantitative Risk Strategies group. He retired from Goldman Sachs in 2002 and took a position at Columbia University and Prisma Capital Partners (acquired by KKR) . Derman was named the IAFE/SunGard Financial Engineer of the Year 2000, and was elected to the Risk Hall of Fame in 2002. He is the author of numerous articles on quantitative finance on the topics of volatility and the nature of
financial modeling Financial modeling is the task of building an abstract representation (a model) of a real world financial situation. This is a mathematical model designed to represent (a simplified version of) the performance of a financial asset or portfolio ...
. Since 1995, Derman has written many articles pointing out the essential difference between models in physics and models in finance. Good models in physics aim to predict the future accurately from the present, or to predict new previously unobserved phenomena; models in finance are used mostly to estimate the values of illiquid securities from liquid ones. Models in physics deal with objective variables; models in finance deal with subjective ones. “In physics there may one day be a Theory of Everything; in finance and the social sciences, you’re lucky if there is a usable theory of anything.” Derman together with Paul Wilmott wrote the Financial Modelers' Manifesto, a set of principles for doing responsible financial modeling. From February 2011 to July 2012, Derman wrote a financial blog for Reuters. Beginning in September 2012, for one year, Derman wrote a regular column for the
Frankfurter Allgemeine Zeitung The ''Frankfurter Allgemeine Zeitung'' (; ''FAZ''; "''Frankfurt General Newspaper''") is a centre-right conservative-liberal and liberal-conservativeHans Magnus Enzensberger: Alter Wein in neuen Schläuchen' (in German). ''Deutschland Radio'', ...
.


''Models.Behaving.Badly''

In 2011, Derman published a new book titled ''Models.Behaving.Badly: Why Confusing Illusion With Reality Can Lead to Disaster, on Wall Street and in Life''. In that work he decries the breakdown of capitalism as a model during the bailouts characterizing the
2008 financial crisis 8 (eight) is the natural number following 7 and preceding 9. In mathematics 8 is: * a composite number, its proper divisors being , , and . It is twice 4 or four times 2. * a power of two, being 2 (two cubed), and is the first number of ...
and calls for a return to principles, to the notion that if you want to take a chance on the upside, you have also taken a chance on the downside. More generally, he analyzes three ways of understanding the behavior of the world: models, theory and intuition. Models, he argues, are merely metaphors that compare something you would like to understand with something you already do. Models provide relative knowledge. Theories, in contrast, are attempts to understand the world on absolute terms; while models stand on someone else's legs, theories, like Newton's or Maxwell's or Spinoza's, stand on their own. Intuition, the deepest kind of knowledge, comes only occasionally, after long and hard work, and is a merging of the understander with the understood. His book elaborates on these ideas with examples from the theories of physics and philosophy, and the models of finance.


''The Volatility Smile''

In 2016, Derman and Michael Miller published a textbook titled ''The Volatility Smile'', a textbook about the principles of financial modeling, option valuation, and the variety of models that can account for the
volatility smile Volatility smiles are implied volatility patterns that arise in pricing financial options. It is a parameter (implied volatility) that is needed to be modified for the Black–Scholes formula to fit market prices. In particular for a given expi ...
.


See also

*
All models are wrong All or ALL may refer to: Language * All, an indefinite pronoun in English * All, one of the English determiners * Allar language (ISO 639-3 code) * Allative case (abbreviated ALL) Music * All (band), an American punk rock band * ''All'' (All ...
* Financial engineering *
Mathematical finance Mathematical finance, also known as quantitative finance and financial mathematics, is a field of applied mathematics, concerned with mathematical modeling of financial markets. In general, there exist two separate branches of finance that require ...
*
Mathiness Mathiness is a term coined by Nobel prize winner economist Paul Romer to label a specific misuse of mathematics in economic analyses. An author committed to the norms of science should use mathematical reasoning to clarify their analyses. By contra ...


References


External links


Emanuel Derman: Writings on Quantitative Finance
– Personal website

at Department of Industrial Engineering and Operations Research,
Columbia University Columbia University (also known as Columbia, and officially as Columbia University in the City of New York) is a private research university in New York City. Established in 1754 as King's College on the grounds of Trinity Church in Manhatt ...

Derman's Blogearlier Blogs
on wilmott.com) * *
The Volatility Smile
{{DEFAULTSORT:Derman, Emanuel 1944 births Living people Financial economists 20th-century South African economists Jewish American scientists South African Jews Columbia University alumni Columbia University faculty Columbia School of Engineering and Applied Science faculty University of Cape Town alumni Goldman Sachs people Expatriate academics in the United States South African mathematicians Alumni of Herzlia High School 21st-century South African economists