Sir Clive William John Granger (; 4 September 1934 – 27 May 2009) was a British
econometrician
Econometrics is an application of statistical methods to economic data in order to give empirical content to economic relationships. M. Hashem Pesaran (1987). "Econometrics", '' The New Palgrave: A Dictionary of Economics'', v. 2, p. 8 p. 8� ...
known for his contributions to nonlinear
time series
In mathematics, a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. ...
analysis. He taught in Britain, at the
University of Nottingham
The University of Nottingham is a public research university in Nottingham, England. It was founded as University College Nottingham in 1881, and was granted a royal charter in 1948.
Nottingham's main campus (University Park Campus, Nottingh ...
and in the United States, at the
University of California, San Diego
The University of California, San Diego (UC San Diego in communications material, formerly and colloquially UCSD) is a public university, public Land-grant university, land-grant research university in San Diego, California, United States. Es ...
. Granger was awarded the
Nobel Memorial Prize in Economic Sciences
The Nobel Memorial Prize in Economic Sciences, officially the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel (), commonly referred to as the Nobel Prize in Economics(), is an award in the field of economic sciences adminis ...
in 2003 in recognition of the contributions that he and his co-winner,
Robert F. Engle, had made to the analysis of time series data. This work fundamentally changed the way in which economists analyse financial and macroeconomic data.
Biography
Early life
Clive Granger was born in 1934 in
Swansea
Swansea ( ; ) is a coastal City status in the United Kingdom, city and the List of urban areas in the United Kingdom, second-largest city of Wales. It forms a Principal areas of Wales, principal area, officially known as the City and County of ...
, south
Wales
Wales ( ) is a Countries of the United Kingdom, country that is part of the United Kingdom. It is bordered by the Irish Sea to the north and west, England to the England–Wales border, east, the Bristol Channel to the south, and the Celtic ...
,
United Kingdom
The United Kingdom of Great Britain and Northern Ireland, commonly known as the United Kingdom (UK) or Britain, is a country in Northwestern Europe, off the coast of European mainland, the continental mainland. It comprises England, Scotlan ...
, to Edward John Granger and Evelyn Granger.
The next year his parents moved to
Lincoln.
During
World War II
World War II or the Second World War (1 September 1939 – 2 September 1945) was a World war, global conflict between two coalitions: the Allies of World War II, Allies and the Axis powers. World War II by country, Nearly all of the wo ...
Granger and his mother moved to
Cambridge
Cambridge ( ) is a List of cities in the United Kingdom, city and non-metropolitan district in the county of Cambridgeshire, England. It is the county town of Cambridgeshire and is located on the River Cam, north of London. As of the 2021 Unit ...
because Edward joined the Royal Air Force and deployed to North Africa. Here they stayed first with Evelyn's mother, then later Edward's parents, while Clive began school. Clive would later recall a primary school teacher telling his mother that "
live
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would never be successful".
Clive started secondary school in Cambridge, but continued in
Nottingham
Nottingham ( , East Midlands English, locally ) is a City status in the United Kingdom, city and Unitary authorities of England, unitary authority area in Nottinghamshire, East Midlands, England. It is located south-east of Sheffield and nor ...
, where his family moved after the war. Here two teachers encouraged Granger's interest in physics and applied mathematics. He had anticipated following the convention of completing schooling at age 16 to enter the workforce and saw himself working in a bank or insurance company. However, positive social influence from his peers and support from his father led him to enroll in
sixth-form for two years as preparation for a university degree.
Granger enrolled in a joint degree in economics and mathematics at the
University of Nottingham
The University of Nottingham is a public research university in Nottingham, England. It was founded as University College Nottingham in 1881, and was granted a royal charter in 1948.
Nottingham's main campus (University Park Campus, Nottingh ...
but switched to full mathematics in his second year. After receiving his BA in 1955, he remained at the University of Nottingham for a PhD in statistics under the supervision of
Harry Pitt.
In 1956, aged 21, Granger was appointed a junior lecturer in statistics at the university. His interest in applied statistics and economics led him to choose as the topic of his doctoral thesis
time series analysis
In mathematics, a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. ...
, a field in which he felt that relatively little work had been done at the time.
In 1959 Granger completed his PhD degree with a thesis titled "Testing for
Non-stationarity".
Academic life
Granger spent the next academic year, 1959–60, at
Princeton University
Princeton University is a private university, private Ivy League research university in Princeton, New Jersey, United States. Founded in 1746 in Elizabeth, New Jersey, Elizabeth as the College of New Jersey, Princeton is the List of Colonial ...
under a
Harkness Fellowship of the Commonwealth Fund. He had been invited to Princeton by
Oskar Morgenstern
Oskar Morgenstern (; January 24, 1902 – July 26, 1977) was a German-born economist. In collaboration with mathematician John von Neumann, he is credited with founding the field of game theory and its application to social sciences and strategic ...
to participate in his Econometrics Research Project. Here, Granger and
Michio Hatanaka as assistants to
John Tukey
John Wilder Tukey (; June 16, 1915 – July 26, 2000) was an American mathematician and statistician, best known for the development of the fast Fourier Transform (FFT) algorithm and box plot. The Tukey range test, the Tukey lambda distributi ...
on a project using
Fourier analysis
In mathematics, Fourier analysis () is the study of the way general functions may be represented or approximated by sums of simpler trigonometric functions. Fourier analysis grew from the study of Fourier series, and is named after Joseph Fo ...
on economic data.
In 1964, Granger and Hatanaka published the results of their research in a book on ''Spectral Analysis of Economic Time Series'' (Tukey had encouraged them to write this themselves, as he was not going to publish the research results.)
In 1963, Granger also wrote an article on "The typical spectral shape of an economic variable", which appeared in ''
Econometrica
''Econometrica'' is a peer-reviewed academic journal of economics, publishing articles in many areas of economics, especially econometrics. It is published by Wiley-Blackwell on behalf of the Econometric Society. The current editor-in-chief is ...
'' in 1966. Both the book and the article proved influential in the adoption of the new methods.
Granger also became a full professor at the
University of Nottingham
The University of Nottingham is a public research university in Nottingham, England. It was founded as University College Nottingham in 1881, and was granted a royal charter in 1948.
Nottingham's main campus (University Park Campus, Nottingh ...
.
In a 1969 paper in ''Econometrica'', Granger also introduced his concept of
Granger causality.
After reading a pre-print copy of the time series book by
George Box and
Gwilym Jenkins in 1968, Granger became interested in forecasting. For the next few years he worked on this subject with his post-doctoral student,
Paul Newbold; and they wrote a book which became a standard reference in time series forecasting (published in 1977). Using simulations, Granger and Newbold also wrote the famous 1974 paper on
spurious regression which led to a re-evaluation of previous empirical work in economics and to the econometric methodology.
Granger spent 22 years at the University of Nottingham. In 2005, the building that houses the Economics and Geography Departments was renamed the ''Sir Clive Granger Building'' in honor of his Nobel prize award.
In 1974 Granger moved to the
University of California at San Diego. In 1975 he participated in a
US Bureau of Census committee, chaired by
Arnold Zellner, on
seasonal adjustment
Seasonal adjustment or deseasonalization is a statistical method for removing the Seasonality, seasonal component of a time series. It is usually done when wanting to analyse the trend, and cyclical deviations from trend, of a time series independ ...
. At UCSD, Granger continued his research on time series, collaborating closely with Nobel prize co-recipient
Robert Engle
Robert Fry Engle III (born November 10, 1942) is an American economist and statistician. He won the 2003 Nobel Memorial Prize in Economic Sciences, sharing the award with Clive Granger, "for methods of analyzing economic time series with time-va ...
(whom he helped bring to UCSD),
Roselyne Joyeux (on
fractional integration),
Timo Teräsvirta (on
nonlinear time series) and others. Working with Robert Engle, he developed the concept of
cointegration
In econometrics, cointegration is a statistical property describing a long-term, stable relationship between two or more time series variables, even if those variables themselves are individually non-stationary (i.e., they have trends). This means ...
, introduced in a 1987 joint paper in ''
Econometrica
''Econometrica'' is a peer-reviewed academic journal of economics, publishing articles in many areas of economics, especially econometrics. It is published by Wiley-Blackwell on behalf of the Econometric Society. The current editor-in-chief is ...
''; for which he was awarded the Nobel prize in 2003.
Granger also supervised many PhD students, including
Mark Watson (co-advisor with Robert Engle).
In later years Granger also used time series methods to analyse data outside economics. He worked on a project forecasting deforestation in the
Amazon rainforest
The Amazon rainforest, also called the Amazon jungle or Amazonia, is a Tropical and subtropical moist broadleaf forests, moist broadleaf tropical rainforest in the Amazon biome that covers most of the Amazon basin of South America. This basin ...
. In 2003, Granger retired from UCSD as a
professor emeritus
''Emeritus/Emerita'' () is an honorary title granted to someone who retirement, retires from a position of distinction, most commonly an academic faculty position, but is allowed to continue using the previous title, as in "professor emeritus".
...
. He was a Visiting Eminent Scholar of the
University of Melbourne
The University of Melbourne (colloquially known as Melbourne University) is a public university, public research university located in Melbourne, Australia. Founded in 1853, it is Australia's second oldest university and the oldest in the state ...
and the
University of Canterbury
The University of Canterbury (UC; ; postnominal abbreviation ''Cantuar.'' or ''Cant.'' for ''Cantuariensis'', the Latin name for Canterbury) is a public research university based in Christchurch, New Zealand. It was founded in 1873 as Canterbur ...
. He was a supporter of the
Campaign for the Establishment of a United Nations Parliamentary Assembly, an organisation which campaigns for democratic reform of the United Nations.
Granger was married to Patricia (Lady Granger) from 1960 until his death. He was survived by their son, Mark William John, and their daughter, Claire Amanda Jane.
[
Granger died on 27 May 2009, at Scripps Memorial Hospital in ]La Jolla, California
La Jolla ( , ) is a hilly, seaside neighborhood in San Diego, California, occupying of curving coastline along the Pacific Ocean. The population reported in the 2010 census was 46,781. The climate is mild, with an average daily temperature o ...
.
Honors and awards
In 2003, Granger and his collaborator Robert Engle were jointly awarded the Nobel Memorial Prize in Economic Sciences
The Nobel Memorial Prize in Economic Sciences, officially the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel (), commonly referred to as the Nobel Prize in Economics(), is an award in the field of economic sciences adminis ...
. He was made a Knight Bachelor
The title of Knight Bachelor is the basic rank granted to a man who has been knighted by the monarch but not inducted as a member of one of the organised Order of chivalry, orders of chivalry; it is a part of the Orders, decorations, and medals ...
in the New Year's Honours in 2005."Canterbury Distinguished Professor Clive Granger awarded a Knighthood in New Year’s Honours"
, University of Canterbury news, 2006
Granger was a fellow of the
Econometric Society
The Econometric Society is an international society of academic economists interested in applying statistical tools in the practice of econometrics. It is an independent organization with no connections to societies of professional mathematicians o ...
since 1972 and a Corresponding Fellow of the
British Academy
The British Academy for the Promotion of Historical, Philosophical and Philological Studies is the United Kingdom's national academy for the humanities and the social sciences.
It was established in 1902 and received its royal charter in the sa ...
since 2002. In 2004, he was voted as one of the
100 Welsh Heroes
100 Welsh Heroes was an opinion poll run in Wales as a response to the BBC's ''100 Greatest Britons'' poll of 2002. It was carried out mainly on the internet, starting on 8 September 2003 and finishing on 23 February 2004. The results were announc ...
.
See also
*
Gabor–Granger method
The Gabor–Granger method is a method to determine the price for a new product or service. It was developed in the 1960s by Clive Granger and André Gabor. It is a variant of monadic price testing.
To use the Gabor-Granger method in a survey, one ...
*
Granger causality
Publications
*
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*
*
*
*
*
*
*
References
External links
Winner pageon the official
Nobel Foundation
The Nobel Foundation () is a private institution founded on 29 June 1900 to manage the finances and administration of the Nobel Prizes. The foundation is based on the last will of Alfred Nobel, the inventor of dynamite.
It also holds Nobel Sym ...
website
*
More maths good for economy – Nobel laureate
– Daily Telegraph obituary
*
{{DEFAULTSORT:Granger, Clive
Academics of the University of Nottingham
Alumni of the University of Nottingham
British expatriates in the United States
British Nobel laureates
Econometricians
Fellows of the Econometric Society
Knights Bachelor
Nobel laureates in Economics
People from Swansea
Time series econometricians
University of California, San Diego faculty
Welsh statisticians
1934 births
2009 deaths
20th-century British economists
Distinguished fellows of the American Economic Association
Corresponding fellows of the British Academy
Welsh Nobel laureates
21st-century Welsh mathematicians
20th-century Welsh mathematicians