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Thomas Royen (born 6 July 1947) is a retired German professor of statistics who has been affiliated with the University of Applied Sciences Bingen. Royen came to prominence in the spring of 2017 for a relatively simple
proof Proof most often refers to: * Proof (truth), argument or sufficient evidence for the truth of a proposition * Alcohol proof, a measure of an alcoholic drink's strength Proof may also refer to: Mathematics and formal logic * Formal proof, a co ...
for the Gaussian Correlation Inequality (GCI), a
conjecture In mathematics, a conjecture is a conclusion or a proposition that is proffered on a tentative basis without proof. Some conjectures, such as the Riemann hypothesis or Fermat's conjecture (now a theorem, proven in 1995 by Andrew Wiles), ha ...
that originated in the 1950s, which he had published three years earlier without much recognition.
Royen's proof of the Gaussian correlation inequality, arXiv:1512.08776
/ref> A proof of this conjecture, which lies at the intersection of
geometry Geometry (; ) is a branch of mathematics concerned with properties of space such as the distance, shape, size, and relative position of figures. Geometry is, along with arithmetic, one of the oldest branches of mathematics. A mathematician w ...
,
probability theory Probability theory or probability calculus is the branch of mathematics concerned with probability. Although there are several different probability interpretations, probability theory treats the concept in a rigorous mathematical manner by expre ...
and statistics, had eluded top experts for decades.


Life


Youth, studies and private life

Royen was born in 1947 to Paul Royen, a professor with the institute for
inorganic chemistry Inorganic chemistry deals with chemical synthesis, synthesis and behavior of inorganic compound, inorganic and organometallic chemistry, organometallic compounds. This field covers chemical compounds that are not carbon-based, which are the subj ...
at the
Goethe University Frankfurt Goethe University Frankfurt () is a public research university located in Frankfurt am Main, Germany. It was founded in 1914 as a citizens' university, which means it was founded and funded by the wealthy and active liberal citizenry of Frankfurt ...
and Elisabeth Royen, also a chemist. From 1966 to 1971, he studied mathematics and
physics Physics is the scientific study of matter, its Elementary particle, fundamental constituents, its motion and behavior through space and time, and the related entities of energy and force. "Physical science is that department of knowledge whi ...
at his father's university and the
University of Freiburg The University of Freiburg (colloquially ), officially the Albert Ludwig University of Freiburg (), is a public university, public research university located in Freiburg im Breisgau, Baden-Württemberg, Germany. The university was founded in 1 ...
. After graduating, he worked as a
tutor Tutoring is private academic help, usually provided by an expert teacher; someone with deep knowledge or defined expertise in a particular subject or set of subjects. A tutor, formally also called an academic tutor, is a person who provides assis ...
at the University of Freiburg, before transferring to the
Technical University of Dortmund TU Dortmund University () is a technical university in Dortmund, North Rhine-Westphalia, Germany with over 35,000 students, and over 6,000 staff including 300 professors, offering around 80 Bachelor's and master's degree programs. It is situate ...
for his
doctoral thesis A thesis (: theses), or dissertation (abbreviated diss.), is a document submitted in support of candidature for an academic degree or professional qualification presenting the author's research and findings.International Standard ISO 7144: D ...
. After attaining his PhD in 1975 with a thesis called ''Über die Konvergenz gegen stabile Gesetze'' (''On Convergence Against Stable Laws''), he worked as a Wissenschaftlicher Assistent at Dortmund University's institute for statistics.


Career

In 1977, Royen started working as a statistician for the pharmaceutical company
Hoechst AG Hoechst AG () was a German chemicals, later life sciences, company that became Aventis Deutschland after its merger with France's Rhône-Poulenc S.A. in 1999. With the new company's 2004 merger with Sanofi-Synthélabo, it became a subsidiar ...
. From 1979 to 1985, he worked at the company's own educational facility teaching mathematics and statistics. Starting in 1985 until becoming an
emeritus ''Emeritus/Emerita'' () is an honorary title granted to someone who 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". In some c ...
in 2010, he taught statistics and mathematics at the University of Applied Sciences Bingen in Rhineland-Palatinate. Royen worked mainly on
probability distribution In probability theory and statistics, a probability distribution is a Function (mathematics), function that gives the probabilities of occurrence of possible events for an Experiment (probability theory), experiment. It is a mathematical descri ...
s, in particular multivariate chi-squares and
gamma distribution In probability theory and statistics, the gamma distribution is a versatile two-parameter family of continuous probability distributions. The exponential distribution, Erlang distribution, and chi-squared distribution are special cases of the g ...
s, to improve some frequently used statistical test procedures. Nearly half of his circa 30 publications were written when he was aged over sixty. Because he was annoyed over some contradictory reviews and in a few cases also over the incompetence of a referee, he decided in his later years, when his actions had no influence anymore on his further career, to publish his papers on the online platform
arXiv.org arXiv (pronounced as "archive"—the X represents the Greek letter chi ⟨χ⟩) is an open-access repository of electronic preprints and postprints (known as e-prints) approved for posting after moderation, but not peer reviewed. It con ...
and sometimes in a less renowned Indian journal to fulfill, at least formally, the condition of a peer review.


Proof of the Gaussian correlation inequality

On 17 July 2014, a few years after his retirement, when brushing his teeth, Royen had a flash of insight: how to use the
Laplace transform In mathematics, the Laplace transform, named after Pierre-Simon Laplace (), is an integral transform that converts a Function (mathematics), function of a Real number, real Variable (mathematics), variable (usually t, in the ''time domain'') to a f ...
of the multivariate
gamma distribution In probability theory and statistics, the gamma distribution is a versatile two-parameter family of continuous probability distributions. The exponential distribution, Erlang distribution, and chi-squared distribution are special cases of the g ...
to achieve a relatively simple proof for the Gaussian correlation inequality, a
conjecture In mathematics, a conjecture is a conclusion or a proposition that is proffered on a tentative basis without proof. Some conjectures, such as the Riemann hypothesis or Fermat's conjecture (now a theorem, proven in 1995 by Andrew Wiles), ha ...
on the intersection of
geometry Geometry (; ) is a branch of mathematics concerned with properties of space such as the distance, shape, size, and relative position of figures. Geometry is, along with arithmetic, one of the oldest branches of mathematics. A mathematician w ...
,
probability theory Probability theory or probability calculus is the branch of mathematics concerned with probability. Although there are several different probability interpretations, probability theory treats the concept in a rigorous mathematical manner by expre ...
and statistics, formulated after work by Dunnett and Sobel (1955) and the American statistician Olive Jean Dunn (1958), that had remained unsolved since then. He sent a copy of his proof to Donald Richards, an acquainted American mathematician, who had worked on a proof of the GCI for 30 years. Richards immediately saw the validity of Royen's proof and subsequently helped him to transform the mathematical formulas into
LaTeX Latex is an emulsion (stable dispersion) of polymer microparticles in water. Latices are found in nature, but synthetic latices are common as well. In nature, latex is found as a wikt:milky, milky fluid, which is present in 10% of all floweri ...
. When Royen contacted other reputed mathematicians, though, they didn't bother to investigate his proof, because Royen was relatively unknown, and these mathematicians therefore estimated the chance that Royen's proof would be false as very high. Royen published this proof in an article with the title ''A simple proof of the Gaussian correlation conjecture extended to multivariate gamma distributions'' on
arXiv arXiv (pronounced as "archive"—the X represents the Chi (letter), Greek letter chi ⟨χ⟩) is an open-access repository of electronic preprints and postprints (known as e-prints) approved for posting after moderation, but not Scholarly pee ...
and subsequently in the ''Far East Journal of Theoretical Statistics'', a relatively unknown periodical based in
Allahabad Prayagraj (, ; ISO 15919, ISO: ), formerly and colloquially known as Allahabad, is a metropolis in the Indian state of Uttar Pradesh.The other five cities were: Agra, Kanpur, Kanpur (Cawnpore), Lucknow, Meerut, and Varanasi, Varanasi (Benar ...
, India, for which Royen was at the time voluntarily working as a referee himself. Due to this, his proof went at first largely unnoticed by the scientific community, until in late 2015 two Polish mathematicians, Rafał Latała and Dariusz Matlak, wrote a paper in which they reorganized Royen's proof in a way that was intended to be easier to follow. In July 2015, Royen supplemented his proof with a further paper in arXiv ''Some probability inequalities for multivariate gamma and normal distributions''. A 2017 article by
Natalie Wolchover Natalie Ann Wolchover (born October 16, 1986) is a science journalist. She is a senior writer and editor for ''Quanta Magazine'', and has been involved with ''Quanta''s development since its inception in 2013. In 2022 she won a Pulitzer Prize fo ...
about Royen's proof in ''
Quanta Magazine ''Quanta Magazine'' is an editorially independent online publication of the Simons Foundation covering developments in physics, mathematics, biology and computer science. History ''Quanta Magazine'' was initially launched as ''Simons Science ...
'' resulted in greater academic and public recognition for his achievement.


References


External links


Profile of Thomas Royen on Science Portal Rheinland-Pfalz (RLP)
* Thomas Royen, "A simple proof of the Gaussian correlation conjecture extended to multivariate gamma distributions", * Thomas Royen, "Some probability inequalities for multivariate gamma and normal distributions", * Thomas Royen, "A note on the existence of the multivariate gamma distribution",
Bourbaki, Frank Barthe on YouTube. January 14, 2017

Informal interview with Thomas Royen at University of Applied Sciences Bingen on YouTube
(in German) {{DEFAULTSORT:Royen, Thomas 1947 births Living people 20th-century German mathematicians German statisticians Technical University of Dortmund alumni 21st-century German mathematicians Academic staff of the University of Applied Sciences Bingen Scientists from Frankfurt