RANDOMNESS Timeline

A random sampling of events that have marked the history of probability, statistics, and our understanding of chance.

2750 B.C.
Earliest known 6-sided die, found in Mesopotamia




2700-1700 B.C.
Games of chance that resemble modern board games, from ancient Babylonia, Knossos and Egypt
850 B.C.
Homer's Iliad contains the first mention of a lottery used to determine fate randomly




450 B.C.
Greek atomist, Leucippus, declares, "Nothing happens at random; everything happens out of reason and by necessity."
6 A.D.
The verses of the I Ching, a Chinese oracle involving devices of chance, are put in their present form




1220-1250
In his poem De vetula, Richard de Fournival writes the first correct enumerateion of equiprobable tosses of 3 dice
1564
The Book on Games of Chance by Girolamo Cardona is the first evidence of the mathematical study of chance




1613-1623
Galileo demonstrates a clear understanding of random sequences in his essay Thoughts About Dice Games
1654
The correspondence of Pascal and Fermat is considered the beginning of the serious study of probability




1643
Hobbes and The Bishop of Derry debate free will vs. determinism; Hobbes declares that it is only ignorance of causes that causes men to attribute events to chance
1756
Abraham de Moivre pens the first modern probability book




1777
Bernoulli proposes a probability curve to describe errors in astronomical measurement
1778
Pierre-Simon, Marquis de Laplace, discovers the normal curve for the distribution of random errors, the "bell curve"




1808-1809
Robert Adrian and Carl Fredrich Gauss each develop the bell curve independently
1810
Laplace presents his Central Limit Theorem to the Academy in Paris




1873-1874
Sir Francis Galton (Charles Darwin's cousin) designs the quincunx
1900
Pearson publishes his influential chi-square goodness-of-fit test




1908
Gosset describes Student's t, to provide a statistical method for smaller sample sizes
1927
The first table of random digits, Tippet's Random Sampling Numbers, is published




1950-1965
Several studies are published, attempting to prove or disprove that the distributions of the digits of irrational numbers, such as pi and e, are random
1979
Bradley Efron introduces the resampling technique known as bootstrapping




1989
The Chudnovskys expand pi to over a billion digits and use a sophisticated random walk test to suggest that these digits are indeed random
1990
The now-infamous Monty Hall Problem is posed to Marilyn vos Savant in the Parade column "Ask Marilyn"










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