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 , mottoeng = A city is built on wisdom , established = 1798 – teacher training college1881 – University College Nottingham1948 – university status , type = Public , chancellor ...
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 land-grant research university in San Diego, California. Established in 1960 near the pre-existing Scripps Institution of Oceanography, UC San Diego is ...
. 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, 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 Wales ( cy, Cymru ) is a country that is part of the United Kingdom. It is bordered by England to the east, the Irish Sea to the north and west, the C ...
, south
Wales Wales ( cy, Cymru ) is a country that is part of the United Kingdom. It is bordered by England to the east, the Irish Sea to the north and west, the Celtic Sea to the south west and the Bristol Channel to the south. It had a population in ...
,
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 ...
, 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 World War II by country, vast majority of the world's countries—including all of the great power ...
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 album ...
would never be successful". Clive started secondary school in Cambridge, but continued in
Nottingham Nottingham ( , locally ) is a city and unitary authority area in Nottinghamshire, East Midlands, England. It is located north-west of London, south-east of Sheffield and north-east of Birmingham. Nottingham has links to the legend of Robi ...
, 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 , mottoeng = A city is built on wisdom , established = 1798 – teacher training college1881 – University College Nottingham1948 – university status , type = Public , chancellor ...
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 Sir Harry Raymond Pitt FRS (3 June 1914 – 8 October 2005) was a British mathematician. Harry Raymond Pitt was born in West Bromwich in 1914, the son of Harry and Harriet Pitt. He attended King Edward's School, Stourbridge, before going up to ...
. 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 research university in Princeton, New Jersey. Founded in 1746 in Elizabeth as the College of New Jersey, Princeton is the fourth-oldest institution of higher education in the United States and one of the ...
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 Michio (written: 道夫, 道雄, 道郎, 通夫 or 三知男) is a masculine Japanese given name. Notable people with the name include: *, Japanese shogi player *, Japanese dancer and choreographer *Michio Kaku (born 1947), American theoretical ph ...
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 ...
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 , mottoeng = A city is built on wisdom , established = 1798 – teacher training college1881 – University College Nottingham1948 – university status , type = Public , chancellor ...
. 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 gr ...
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 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, 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 ...
and the
University of Canterbury The University of Canterbury ( mi, Te Whare Wānanga o Waitaha; postnominal abbreviation ''Cantuar.'' or ''Cant.'' for ''Cantuariensis'', the Latin name for Canterbury) is a public research university based in Christchurch, New Zealand. It was ...
. 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 ...
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 s ...
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 announ ...
.


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 The Nobel Foundation ( sv, Nobelstiftelsen) 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. I ...
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