Clive Granger
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Sir Clive William John Granger (; 4 September 1934 – 27 May 2009) was a British
econometrician Econometrics is the 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. Ex ...
analysis. He taught in Britain, at the
University of Nottingham The University of Nottingham is a public university, public research university in Nottingham, United Kingdom. It was founded as University College Nottingham in 1881, and was granted a royal charter in 1948. The University of Nottingham belongs t ...
and in the United States, at the
University of California, San Diego The University of California, San Diego (UC San Diego or colloquially, UCSD) is a public university, public Land-grant university, land-grant research university in San Diego, California. Established in 1960 near the pre-existing Scripps Insti ...
. 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 ( sv, Sveriges riksbanks pris i ekonomisk vetenskap till Alfred Nobels minne), is an economics award administered ...
in 2003 in recognition of the contributions that he and his co-winner,
Robert F. 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 ...
, 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 (; cy, Abertawe ) is a coastal city and the second-largest city of Wales. It forms a principal area, officially known as the City and County of Swansea ( cy, links=no, Dinas a Sir Abertawe). The city is the twenty-fifth largest in ...
, south
Wales Wales ( cy, Cymru ) is a Countries of the United Kingdom, country that is part of the United Kingdom. It is bordered by England to the Wales–England border, east, the Irish Sea to the north and west, the Celtic Sea to the south west and the ...
,
United Kingdom The United Kingdom of Great Britain and Northern Ireland, commonly known as the United Kingdom (UK) or Britain, is a country in Europe, off the north-western coast of the continental mainland. It comprises England, Scotland, Wales and North ...
, to Edward John Granger and Evelyn Granger. The next year his parents moved to
Lincoln Lincoln most commonly refers to: * Abraham Lincoln (1809–1865), the sixteenth president of the United States * Lincoln, England, cathedral city and county town of Lincolnshire, England * Lincoln, Nebraska, the capital of Nebraska, U.S. * Lincol ...
. During
World War II World War II or the Second World War, often abbreviated as WWII or WW2, was a world war that lasted from 1939 to 1945. It involved the vast majority of the world's countries—including all of the great powers—forming two opposin ...
Granger and his mother moved to
Cambridge Cambridge ( ) is a university city and the county town in Cambridgeshire, England. It is located on the River Cam approximately north of London. As of the 2021 United Kingdom census, the population of Cambridge was 145,700. Cambridge bec ...
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 Live may refer to: Arts, entertainment, and media Films * ''Live!'' (2007 film), 2007 American film * ''Live'' (2014 film), a 2014 Japanese film *'' ''Live'' (Apocalyptica DVD) Music *Live (band), American alternative rock band * List of albums ...
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 north-west of London, south-east ...
, 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 In the education systems of England, Northern Ireland, Wales, Jamaica, Trinidad and Tobago and some other Commonwealth countries, sixth form represents the final two years of secondary education, ages 16 to 18. Pupils typically prepare for A-lev ...
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 university, public research university in Nottingham, United Kingdom. It was founded as University College Nottingham in 1881, and was granted a royal charter in 1948. The University of Nottingham belongs t ...
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 Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in m ...
, 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 research university in Princeton, New Jersey. Founded in 1746 in Elizabeth, New Jersey, Elizabeth as the College of New Jersey, Princeton is the List of Colonial Colleges, fourth-oldest ins ...
under a
Harkness Fellowship The Harkness Fellowship (previously known as the Commonwealth Fund Fellowship) is a program run by the Commonwealth Fund of New York City. This fellowship was established to reciprocate the Rhodes Scholarships and enable Fellows from several cou ...
of the Commonwealth Fund. He had been invited to Princeton by
Oskar Morgenstern Oskar Morgenstern (January 24, 1902 – July 26, 1977) was an Austrian-American economist. In collaboration with mathematician John von Neumann, he founded the mathematical field of game theory as applied to the social sciences and strategic decis ...
to participate in his Econometrics Research Project. Here, Granger and Michio Hatanaka as assistants to John Tukey on a project using Fourier analysis 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 university, public research university in Nottingham, United Kingdom. It was founded as University College Nottingham in 1881, and was granted a royal charter in 1948. The University of Nottingham belongs t ...
. In a 1969 paper in ''Econometrica'', Granger also introduced his concept of
Granger causality The Granger causality test is a statistical hypothesis test for determining whether one time series is useful in forecasting another, first proposed in 1969. Ordinarily, regressions reflect "mere" correlations, but Clive Granger argued that cau ...
. After reading a pre-print copy of the time series book by
George Box George Edward Pelham Box (18 October 1919 – 28 March 2013) was a British statistician, who worked in the areas of quality control, time-series analysis, design of experiments, and Bayesian inference. He has been called "one of the g ...
and
Gwilym Jenkins Gwilym Meirion Jenkins (12 August 1932 – 10 July 1982) was a British statistician and systems engineer, born in Gowerton ( cy, Tregŵyr), Swansea, Wales. He is most notable for his pioneering work with George Box on autoregressive moving av ...
in 1968, Granger became interested in forecasting. For the next few years he worked on this subject with his post-doctoral student,
Paul Newbold Paul Newbold (12 August 1945 – 18 November 2016) was a British economist known for his contributions to econometrics and time series analysis. His most famous contribution was a 1974 paper co-authored with Clive Granger which introduced the co ...
; 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 The University of California, San Diego (UC San Diego or colloquially, UCSD) is a public land-grant research university in San Diego, California. Established in 1960 near the pre-existing Scripps Institution of Oceanography, UC San Diego is t ...
. In 1975 he participated in a US Bureau of Census committee, chaired by
Arnold Zellner Arnold Zellner (January 2, 1927 – August 11, 2010) was an American economist and statistician specializing in the fields of Bayesian probability and econometrics. Zellner contributed pioneering work in the field of Bayesian analysis and econome ...
, on
seasonal adjustment Seasonal adjustment or deseasonalization is a statistical method for removing the 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 independently of the ...
. 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 In fractional calculus, an area of mathematical analysis, the differintegral (sometime also called the derivigral) is a combined differentiation/ integration operator. Applied to a function ƒ, the ''q''-differintegral of ''f'', here denoted ...
), Timo Teräsvirta (on nonlinear time series) and others. Working with Robert Engle, he developed the concept of
cointegration Cointegration is a statistical property of a collection of time series variables. First, all of the series must be integrated of order ''d'' (see Order of integration). Next, if a linear combination of this collection is integrated of order less ...
, 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 Mark Andrew Watson (born 13 February 1980) is a British comedian and novelist. Early life Watson was born in Bristol to a Welsh mother and English father. He has younger twin sisters and a brother, Paul. He attended Bristol Grammar School, ...
(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, Amazon jungle or ; es, Selva amazónica, , or usually ; french: Forêt amazonienne; nl, Amazoneregenwoud. In English, the names are sometimes capitalized further, as Amazon Rainforest, Amazon Forest, or Amazon Jungle. ...
. In 2003, Granger retired from UCSD as a
Professor Emeritus ''Emeritus'' (; female: ''emerita'') is an adjective used to designate a retired chair, professor, pastor, bishop, pope, director, president, prime minister, rabbi, emperor, or other person who has been "permitted to retain as an honorary title ...
. He was a Visiting Eminent Scholar of the
University of Melbourne The University of Melbourne is a public research university located in Melbourne, Australia. Founded in 1853, it is Australia's second oldest university and the oldest in Victoria. Its main campus is located in Parkville, an inner suburb nor ...
and the University of Canterbury. He was a supporter of the
Campaign for the Establishment of a United Nations Parliamentary Assembly Campaign or The Campaign may refer to: Types of campaigns * Campaign, in agriculture, the period during which sugar beets are harvested and processed *Advertising campaign, a series of advertisement messages that share a single idea and theme *Bl ...
, an organisation which campaigns for democratic reform of the United Nations. Granger was married to Patricia (Lady Granger) from 1960 until his death. He is 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 within the city of San Diego, California, United States, occupying of curving coastline along the Pacific Ocean. The population reported in the 2010 census was 46,781. La Jolla is surrounded on ...
.


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 ( sv, Sveriges riksbanks pris i ekonomisk vetenskap till Alfred Nobels minne), is an economics award administered ...
. 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 orders of chivalry; it is a part of the British honours system. Knights Bachelor are the ...
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 to their field. It is an independent organization with no connections to societies of professional mathematicians or statisticians. ...
since 1972 and a Corresponding Fellow of the
British Academy The British Academy 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 same year. It is now a fellowship of more than 1,000 leading scholars span ...
since 2002. In 2004, he was voted as one of the 100 Welsh Heroes.


See also

* Gabor–Granger method *
Granger causality The Granger causality test is a statistical hypothesis test for determining whether one time series is useful in forecasting another, first proposed in 1969. Ordinarily, regressions reflect "mere" correlations, but Clive Granger argued that cau ...


Publications

* * * * * * * * *


References


External links


Winner page
on the official Nobel Foundation 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