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Encyclopedia > Edwin Thompson Jaynes

Edwin Thompson Jaynes (July 5, 1922April 30, 1998) was Wayman Crow Distinguished Professor of Physics at Washington University in St. Louis. He wrote extensively on statistical mechanics and on foundations of probability and statistical inference, initiating in 1957 the MaxEnt interpretation of thermodynamics, as being a particular application of more general Bayesian/information theory techniques (although he argued this was already implicit in the works of Gibbs). July 5 is the 186th day of the year (187th in leap years) in the Gregorian Calendar, with 179 days remaining. ... 1922 (MCMXXII) was a common year starting on Sunday (see link for calendar). ... April 30 is the 120th day of the year in the Gregorian calendar (121st in leap years), with 245 days remaining. ... 1998 (MCMXCVIII) was a common year starting on Thursday of the Gregorian calendar, and was designated the International Year of the Ocean. ... Washington University in St. ... Nickname: Gateway City, Gateway to the West, or Mound City Location in the state of Missouri Coordinates: Country State County United States Missouri Independent City Mayor Francis G. Slay (D) Area    - City 66. ... Statistical mechanics is the application of statistics, which includes mathematical tools for dealing with large populations, to the field of mechanics, which is concerned with the motion of particles or objects when subjected to a force. ... This article is about probability. ... The topics below are usually included in the area of interpreting statistical data. ... 1957 (MCMLVII) was a common year starting on Tuesday of the Gregorian calendar. ... In physics the MaxEnt school of thermodynamics, initiated with two papers published in the Physical Review by Edwin T. Jaynes in 1957, views statistical mechanics as an inference process: a specific application of inference techniques rooted in information theory, which relate not just to equilibrium thermodynamics, but are general to... Bayesian inference is statistical inference in which evidence or observations are used to update or to newly infer the probability that a hypothesis may be true. ... To meet Wikipedias quality standards, this article or section may require cleanup. ... Josiah Willard Gibbs (February 11, 1839 – April 28, 1903) was an American physical chemist. ...


A particular focus of his work was the construction of logical principles for assigning prior probability distributions; see the principle of maximum entropy, the principle of transformation groups and Laplace's principle of indifference. The principle of maximum entropy is a method for analyzing the available information in order to determine a unique epistemic probability distribution. ... To meet Wikipedias quality standards, this article or section may require cleanup. ... The principle of indifference is a rule for assigning epistemic probabilities. ...


His last book, Probability Theory: The Logic of Science gathers various threads of modern thinking about Bayesian probability and statistical inference, and contrasts the advantages of Bayesian techniques with the results of other approaches. In the philosophy of mathematics Bayesianism is the tenet that the mathematical theory of probability is applicable to the degree to which a person believes a proposition. ... The topics below are usually included in the area of interpreting statistical data. ...


External links

  • Edwin Thompson Jaynes. Probability Theory: The Logic of Science. Cambridge University Press, (2003). ISBN 0-521-59271-2.
  • Early (1994) version (fragmentary) of Probability Theory: The Logic of Science.
  • A comprehensive web page on E. T. Jaynes's life and work.

  Results from FactBites:
 
Edwin Thompson Jaynes - July 5, 1922 - April 30, 1998 (2936 words)
was born in Waterloo, Iowa to Ethyl and Edwin Jaynes.
Jaynes' thesis was extensively modified and later published by the Princeton University Press in 1953 [3] in the series Investigations In Physics.
Jaynes had essentially four different areas of research: his first could be called applied classical electrodynamics; his second, information theory (entropy as a measure of information); his third, probability theory; and finally, semiclassical and neoclassical radiation theory.
Edwin T. Jaynes - Bibliography (1832 words)
Jaynes, E. `Is QED Necessary,' (40Kb) in Proceedings of the Second Rochester Conference on Coherence and Quantum Optics, L.
Jaynes, E. `Foundations of Probability Theory and Statistical Mechanics,' (6Mb) in Delaware Seminar in the Foundations of Physics, M.
Jaynes, E. `Reply to Dawid, Stone, and Zidek,' (546Kb) in Bayesian Analysis in Econometrics and Statistics, A.
  More results at FactBites »


 

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