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单词 stochastic
释义

stochasticadj.

/stəʊˈkastɪk/
Etymology: < Greek στοχαστικός, < στοχάζεσθαι to aim at a mark, guess, < στόχος aim, guess.
1. Pertaining to conjecture. Now rare or Obsolete.
ΘΚΠ
the mind > mental capacity > belief > conjecture, guessing > [adjective]
conjecturative?1541
conjectural1553
opinionate1553
roving1577
opiniative1593
opinionative1610
guessive1628
estimative1659
stochastic1662
stochasticala1688
doxastic1794
divinatorya1856
divinatorial1860
conjectory1884
1662 J. Owen Animadversions Fiat Lux Pref. 4 But yet there wanted not some beams of light to guide men in the exercise of their Stocastick [sic] faculty.
17.. J. Whitefoot in Sir T. Browne's Wks. (1712) I. p. xxxvii Tho' he [Browne] were no Prophet,..yet in that Faculty which comes nearest it, he excelled, i.e. the Stochastick, wherein he was seldom mistaken, as to future Events.
1720 Right of Precedence between Phisicians & Civilians 11 I am Master of the Stochastick Art, and by Virtue of that, I divine, that those Greek Words..have crept from the Margin into the Text.
2.
a. Randomly determined; that follows some random probability distribution or pattern, so that its behaviour may be analysed statistically but not predicted precisely; stochastic process = random process n. at random n., adv., and adj. Compounds 2.
ΘΚΠ
the world > relative properties > number > probability or statistics > [noun] > involving random generation
random number1926
stochastic process1934
Markov chain1938
Markov process1938
Markov property1944
Monte Carlo method1949
Monte Carlo1951
stochasticity1972
the world > relative properties > number > probability or statistics > [adjective] > random or pseudorandom
random1884
pseudorandom1949
stochastic1957
1917 L. von Bortkiewicz Die Iterationen 3 Die an der Wahrscheinlichkeitstheorie orientierte, somit auf ‘das Gesetz der Grossen Zahlen’ sich gründende Betrachtung empirischer Vielheiten möge als Stochastik..bezeichnet werden.
1923 A. A. Tschuprow in Metron II. 461 Every stochastical (1) theory of statistics sees in the empirical statistical numbers images of certain really significant quantities—reflected confuse[d] images blurred..by the Chance. [Note] (1) I use the word ‘stochastical’ as synonymous to ‘based on the theory of probability’—cf. J. Bernoulli, Ars Conjectandi, Basileae, 1713, p. 213 ‘Ars Conjectandi sive Stochastice nobis definitur ars metiendi quam fieri potest exactissimi probabilitates rerum’ and L. v. Bortkiewicz, Die Iterationen.]
1934 Proc. National Acad. Sci. U.S.A. 20 376 A stochastic process is defined by Khintchine to be a one parameter set of chance variables: x(t), −∞ < t < ∞.
1943 Rev. Mod. Physics XV. 32 That we should be able to idealize Brownian motion as a Markoff process appears very reasonable. But we should be careful not to conclude too hastily that every stochastic process is necessarily of the Markoff type.
1957 New Scientist 20 June 17/3 A new approach to population dynamics was needed, and quite recently this has been provided by J. G. Skellam in the form of a stochastic model which allows the experimentalist to regard his population as a random variable at each instant in time, and is much more flexible than the earlier deterministic equations.
1968 P. A. P. Moran Introd. Probability Theory iii. 108 We have already dealt with some simple cases of successive trials in which the probabilities at each stage depend on what has happened before... As the successive stages can be regarded as successive instants of time the sequence of events may be regarded as a ‘random’ or ‘stochastic’..process.
1971 Kimura & Ohta Theoret. Aspects Population Genetics iii. 33 In any finite population, gene frequencies are subject to stochastic change due to random sampling of gametes.
1979 Sci. Amer. Mar. 64/2 (advt.) The key was recognizing that the star formation process was ‘stochastic’. That is, new massive stars are not necessarily created adjacent to a supernova; rather, a probability exists for their formation.
b. Music. Applied (originally by Yannis Xenakis ( 1922–2001), Romanian-born Greek composer) to music in which the overall sound structure is determined, but internal details are left to chance or are established mathematically by composer or computer (by the laws of probability or otherwise).
ΘΚΠ
society > leisure > the arts > music > type of music > [adjective] > style of composition
grandc1666
romantic1836
routinier1837
parodistic1845
rococo1868
virtuose1873
virtuosic1879
galant1884
polymorphous1890
monothematic1894
rococo1904
impressionistic1908
salon1914
gallant1925
athematic1935
non-thematic1946
minimalistic1947
stochastic1958
progressive1963
minimal1968
post-minimal1971
minimalist1977
1958 Y. Xenakis in Gravesaner Blätter IV. 112 (title) In search of a Stochastic music.
1958 Y. Xenakis in Gravesaner Blätter IV. 121 This glissando passage has been taken as an example, for it comprises every problem of this Stochastic music controlled by arithmetic.
1963 T. Pynchon V. x. 292 He got around to talking stochastic music and digital computers with one technician.
1969 Sat. Rev. (U.S.) 28 June 56/2 Though much has been written, especially by Xenakis himself, on the technique of ‘stochastic’ music, most of it is utterly unintelligible to the layman.
1975 New Yorker 19 May 90/1 I heard a Balinese gamelan one night and the Strasbourg Battery in Yannis Xenakis's latest ‘stochastic’ composition the next.
1978 P. Griffiths Conc. Hist. Mod. Music xi. 169 Iannis Xenakis..has also used computers as calculating aids in the composition of his ‘stochastic’ music, where the musical form is made analogous to a stochastic process (i.e. one ruled by laws of probability, such as a sequence of dice throws).

Derivatives

stoˈchastical adj. Obsolete
ΘΚΠ
the mind > mental capacity > belief > conjecture, guessing > [adjective]
conjecturative?1541
conjectural1553
opinionate1553
roving1577
opiniative1593
opinionative1610
guessive1628
estimative1659
stochastic1662
stochasticala1688
doxastic1794
divinatorya1856
divinatorial1860
conjectory1884
a1688 R. Cudworth Treat. Freewill (1838) 40 There is need and use of this stochastical judging and opining concerning truth and falsehood in human life.
stoˈchastically adv.
ΘΚΠ
the mind > mental capacity > belief > conjecture, guessing > [adverb]
beguessc1500
conjecturally1593
conjecturatively1608
guessingly1608
opiniably1655
stochasticallya1688
the world > relative properties > number > probability or statistics > [adverb] > other
factorially1935
stochastically1947
polymodally1959
pseudorandomly1963
a1688 R. Cudworth Treat. Freewill (1838) 39 We..may and often do proceed to making a judgment in the case one way or other, stochastically or conjecturally.
1947 Biometrika 34 228 The efficiency of any two tests would be identical, in the conditions stated, if the coefficient of correlation between them was ±1 because then, of course, they would be functionally, and not stochastically, related.
1968 P. A. P. Moran Introd. Probability Theory v. 247 X is said to be ‘stochastically larger’ than Y if F(x) ≦ G(x) for all x.
stochaˈsticity n. the property of being stochastic.
ΘΚΠ
the world > relative properties > number > probability or statistics > [noun] > involving random generation
random number1926
stochastic process1934
Markov chain1938
Markov process1938
Markov property1944
Monte Carlo method1949
Monte Carlo1951
stochasticity1972
1972 Jrnl. Statist. Computation & Simulation 1 42 Refinement in modelling eventuates a requirement for stochasticity.
1979 Nature 9 Aug. 459/2 The explanation..is to the contrary of the conventional explanation of these non-seasonal cycles in terms of demographic stochasticity.
This entry has not yet been fully updated (first published 1917; most recently modified version published online March 2019).
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adj.1662
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