William Sealy Gosset
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William Sealy Gosset (13 June 1876 – 16 October 1937) was an English statistician, chemist and brewer who worked for
Guinness Guinness () is a stout that originated in the brewery of Arthur Guinness at Guinness Brewery, St. James's Gate, Dublin, Ireland, in the 18th century. It is now owned by the British-based Multinational corporation, multinational alcoholic bever ...
. In statistics, he pioneered small sample experimental design. Gosset published under the
pen name A pen name or nom-de-plume is a pseudonym (or, in some cases, a variant form of a real name) adopted by an author and printed on the title page or by-line of their works in place of their real name. A pen name may be used to make the author's na ...
Student and developed
Student's t-distribution In probability theory and statistics, Student's  distribution (or simply the  distribution) t_\nu is a continuous probability distribution that generalizes the Normal distribution#Standard normal distribution, standard normal distribu ...
– originally called Student's "z" – and "Student's test of
statistical significance In statistical hypothesis testing, a result has statistical significance when a result at least as "extreme" would be very infrequent if the null hypothesis were true. More precisely, a study's defined significance level, denoted by \alpha, is the ...
".


Life and career

Born in
Canterbury Canterbury (, ) is a City status in the United Kingdom, city and UNESCO World Heritage Site, in the county of Kent, England; it was a county borough until 1974. It lies on the River Stour, Kent, River Stour. The city has a mild oceanic climat ...
, England the eldest son of Agnes Sealy Vidal and Colonel Frederic Gosset, R.E.
Royal Engineers The Corps of Royal Engineers, usually called the Royal Engineers (RE), and commonly known as the ''Sappers'', is the engineering arm of the British Army. It provides military engineering and other technical support to the British Armed Forces ...
, Gosset attended
Winchester College Winchester College is an English Public school (United Kingdom), public school (a long-established fee-charging boarding school for pupils aged 13–18) with some provision for day school, day attendees, in Winchester, Hampshire, England. It wa ...
before matriculating as Winchester Scholar in
natural sciences Natural science or empirical science is one of the branches of science concerned with the description, understanding and prediction of natural phenomena, based on empirical evidence from observation and experimentation. Mechanisms such as peer ...
and mathematics at
New College, Oxford New College is a constituent college of the University of Oxford in the United Kingdom. Founded in 1379 by Bishop William of Wykeham in conjunction with Winchester College as New College's feeder school, New College was one of the first col ...
. Upon graduating in 1899, he joined the brewery of Arthur Guinness & Son in
Dublin Dublin is the capital and largest city of Republic of Ireland, Ireland. Situated on Dublin Bay at the mouth of the River Liffey, it is in the Provinces of Ireland, province of Leinster, and is bordered on the south by the Dublin Mountains, pa ...
, Ireland; he spent the rest of his 38-year career at Guinness. The site cites ''Dictionary of Scientific Biography'' (New York: Scribner's, 1972), pp. 476–477; ''International Encyclopedia of Statistics'', vol. I (New York: Free Press, 1978), pp. 409–413. Gosset had three children with Marjory Gosset (née Phillpotts). Harry Gosset (1907–1965) was a consultant paediatrician; Bertha Marian Gosset (1909–2004) was a geographer and nurse; the youngest, Ruth Gosset (1911–1953) married the Oxford mathematician Douglas Roaf and had five children. In his job as Head Experimental Brewer at
Guinness Guinness () is a stout that originated in the brewery of Arthur Guinness at Guinness Brewery, St. James's Gate, Dublin, Ireland, in the 18th century. It is now owned by the British-based Multinational corporation, multinational alcoholic bever ...
, Gosset developed new statistical methods – both in the brewery and on the farm – now central to the design of experiments, to proper use of significance testing on repeated trials, and to analysis of economic significance (an early instance of
decision theory Decision theory or the theory of rational choice is a branch of probability theory, probability, economics, and analytic philosophy that uses expected utility and probabilities, probability to model how individuals would behave Rationality, ratio ...
interpretation of statistics) and more, such as his small-sample, stratified, and repeated balanced experiments on
barley Barley (), a member of the grass family, is a major cereal grain grown in temperate climates globally. It was one of the first cultivated grains; it was domesticated in the Fertile Crescent around 9000 BC, giving it nonshattering spikele ...
for proving the best yielding varieties. Gosset acquired that knowledge by study, by trial and error, by cooperating with others, and by spending two terms in 1906–1907 in the Biometrics laboratory of
Karl Pearson Karl Pearson (; born Carl Pearson; 27 March 1857 – 27 April 1936) was an English biostatistician and mathematician. He has been credited with establishing the discipline of mathematical statistics. He founded the world's first university ...
. Gosset and Pearson had a good relationship. Pearson helped Gosset with the mathematics of his papers, including the 1908 papers, but had little appreciation of their importance. The papers addressed the brewer's concern with small samples; biometricians like Pearson, on the other hand, typically had hundreds of observations and saw no urgency in developing small-sample methods. Gosset's first publication came in 1907, "On the Error of Counting with a Haemocytometer," in which – unbeknownst to Gosset aka "Student" – he rediscovered the
Poisson distribution In probability theory and statistics, the Poisson distribution () is a discrete probability distribution that expresses the probability of a given number of events occurring in a fixed interval of time if these events occur with a known const ...
. Another researcher at Guinness had previously published a paper containing trade secrets of the Guinness brewery. The economic historian Stephen Ziliak discovered in the Guinness Archives that to prevent further disclosure of confidential information, the Guinness Board of Directors allowed its scientists to publish research on condition that they do not mention "1) beer, 2) Guinness, or 3) their own surname". To Ziliak, Gosset seems to have acquired his pen name "Student" from his 1906–1907 notebook on counting yeast cells with a haemocytometer, "The Student's Science Notebook" Thus his most noteworthy achievement is now called Student's, rather than Gosset's, t-distribution and test of
statistical significance In statistical hypothesis testing, a result has statistical significance when a result at least as "extreme" would be very infrequent if the null hypothesis were true. More precisely, a study's defined significance level, denoted by \alpha, is the ...
. Gosset published most of his 21 academic papers, including ''The probable error of a mean,'' in Pearson's journal ''
Biometrika ''Biometrika'' is a peer-reviewed scientific journal published by Oxford University Press for the Biometrika Trust. The editor-in-chief is Paul Fearnhead (Lancaster University). The principal focus of this journal is theoretical statistics. It was ...
'' under the pseudonym ''Student''. It was, however, not Pearson but
Ronald A. Fisher Sir Ronald Aylmer Fisher (17 February 1890 – 29 July 1962) was a British polymath who was active as a mathematician, statistician, biologist, geneticist, and academic. For his work in statistics, he has been described as "a genius who a ...
who appreciated the understudied importance of Gosset's small-sample work. Fisher wrote to Gosset in 1912 explaining that Student's z-distribution should be divided by
degrees of freedom In many scientific fields, the degrees of freedom of a system is the number of parameters of the system that may vary independently. For example, a point in the plane has two degrees of freedom for translation: its two coordinates; a non-infinite ...
not total
sample size Sample size determination or estimation is the act of choosing the number of observations or replicates to include in a statistical sample. The sample size is an important feature of any empirical study in which the goal is to make inferences abo ...
. From 1912 to 1934 Gosset and Fisher would exchange more than 150 letters. In 1924, Gosset wrote in a letter to Fisher, "I am sending you a copy of Student's Tables as you are the only man that's ever likely to use them!" Fisher believed that Gosset had effected a "logical revolution". In a special issue of ''Metron'' in 1925 Student published the corrected tables, now called
Student's t In probability theory and statistics, Student's  distribution (or simply the  distribution) t_\nu is a continuous probability distribution that generalizes the standard normal distribution. Like the latter, it is symmetric around zero ...
z=\frac. In the same volume Fisher contributed applications of Student's ''t''-distribution to regression analysis. Although introduced by others,
Studentized residual In statistics, a studentized residual is the dimensionless ratio resulting from the division of a errors and residuals in statistics, residual by an estimator, estimate of its standard deviation, both expressed in the same Unit of measurement, ...
s are named in Student's honour because, like the problem that led to Student's t-distribution, the idea of adjusting for estimated standard deviations is central to that concept. Gosset's interest in the cultivation of barley led him to speculate that the
design of experiments The design of experiments (DOE), also known as experiment design or experimental design, is the design of any task that aims to describe and explain the variation of information under conditions that are hypothesized to reflect the variation. ...
should aim not only at improving the average yield but also at breeding varieties whose yield was insensitive to variation in soil and climate (that is, "robust"). Gosset called his innovation "balanced layout", because treatments and controls are allocated in a balanced fashion to stratified growing conditions, such as differential soil fertility. Gosset's balanced principle was challenged by Ronald Fisher, who preferred randomized designs. The Bayesian Harold Jeffreys, and Gosset's close associates Jerzy Neyman and Egon S. Pearson sided with Gosset's balanced designs of experiments; however, as Ziliak (2014) has shown, Gosset and Fisher would strongly disagree for the rest of their lives about the meaning and interpretation of balanced versus randomized experiments, as they had earlier clashed on the role of bright-line rules of statistical significance. In 1935, at the age of 59, Gosset left
Dublin Dublin is the capital and largest city of Republic of Ireland, Ireland. Situated on Dublin Bay at the mouth of the River Liffey, it is in the Provinces of Ireland, province of Leinster, and is bordered on the south by the Dublin Mountains, pa ...
to take up the position of Head Brewer at a new (and second)
Guinness Guinness () is a stout that originated in the brewery of Arthur Guinness at Guinness Brewery, St. James's Gate, Dublin, Ireland, in the 18th century. It is now owned by the British-based Multinational corporation, multinational alcoholic bever ...
brewery at
Park Royal Park Royal is an area in North West London, England, divided between the London Borough of Ealing and the London Borough of Brent. It is the site of the largest business park in London, but despite intensive existing use, the area is, togethe ...
in northwestern London. In September 1937 Gosset was promoted to Head Brewer of all Guinness. He died one month later, aged 61, in
Beaconsfield Beaconsfield ( ) is a market town and Civil parishes in England, civil parish in Buckinghamshire, England, northwest of central London and southeast of Aylesbury. Three other towns are within : Gerrards Cross, Amersham and High Wycombe. The ...
, England, of a heart attack. Gosset was a friend of both Pearson and Fisher, a noteworthy achievement, for each had a massive ego and a loathing for the other. He was a modest man who once cut short an admirer with this comment: "Fisher would have discovered it all anyway."


Bibliography

Gosset: * "The application of the 'law of error' to the work of the Brewery" (1904, ''Guinness'' internal report) * * * * * * *
"Evolution By Selection: The Implications of Winter's Selection Experiment"
1933, ''Eugenics Review'', 24, pg293
''Students Collected Papers''
(edited by E.S. Pearson and John Wishart, with a foreword by Launce McMullen), London: Biometrika Office. (1942)


References


Further reading

;Biographies * E. S. Pearson (1990
Student', A Statistical Biography of William Sealy Gosset,''
Edited and Augmented by R. L. Plackett with the Assistance of G. A. Barnard, Oxford: University Press. . * * Beaven 1947
''Barley: Fifty Years of Observation and Experiment''


External links







under the heading of "Student's ''t''-distribution", describes briefly how Student's ''z'' became ''t''. * {{DEFAULTSORT:Gosset, William Sealey 1876 births 1937 deaths People from Canterbury People educated at Winchester College Alumni of New College, Oxford English statisticians 20th-century English mathematicians Computational statisticians William Sealy