The book of why

the new science of cause and effect

The book of why

the new science of cause and effect
Judea Pearl and Dana Mackenzie
Book - 2018

"Everyone has heard the claim, "Correlation does not imply causation." What might sound like a reasonable dictum metastasized in the twentieth century into one of science's biggest obstacles, as a legion of researchers became unwilling to make the claim that one thing could cause another. Even two decades ago, asking a statistician a question like "Was it the aspirin that stopped my headache?" would have been like asking if he believed in voodoo, or at best a topic for conversation at a cocktail party rather than a legitimate target of scientific inquiry. Scientists were allowed to posit only that the probability that one thing was associated with another. This all changed with Judea Pearl, whose work on causality was not just a victory for common sense, but a revolution in the study of the world"--

Guardado en:

Holdings -

Shadle

Barcode Status Material Type CallNumber
37413317388439 Disponible Non-fiction 501 PEARL

South Hill

Barcode Status Material Type CallNumber
37413317388447 Disponible Non-fiction 501 PEARL
Detalles Bibliográficos
Autores principales: Pearl, Judea (Autor), Mackenzie, Dana (Autor)
Formato: Libro
Lenguaje:English
Publicado: New York : Basic Books, 2018.
Edición:First edition.
Materias:

MARC

LEADER 00000nam a2200000Ii 4500
001 654368
005 20190307125700.0
008 180504t20182018nyua b 001 0 eng c
010 |a  2017056458 
020 |a 9780465097609  |q (hardcover) 
020 |a 046509760X  |q (hardcover) 
035 |a (OCoLC)1034001348 
040 |a CGL  |b eng  |e rda  |c CGL  |d CGL 
082 0 0 |a 501  |2 23 
092 0 |a 501 PEARL 
100 1 |a Pearl, Judea,  |e author. 
245 1 4 |a The book of why :  |b the new science of cause and effect /  |c Judea Pearl and Dana Mackenzie. 
250 |a First edition. 
264 1 |a New York :  |b Basic Books,  |c 2018. 
264 4 |c ℗♭2018 
300 |a x, 418 pages :  |b illustrations ;  |c 25 cm 
336 |a text  |b txt  |2 rdacontent 
337 |a unmediated  |b n  |2 rdamedia 
338 |a volume  |b nc  |2 rdacarrier 
504 |a Includes bibliographical references (pages 377-404) and index. 
505 0 |a The ladder of causation -- From buccaneers to guinea pigs: the genesis of causal inference -- From evidence to causes: Reverend Bayes meets Mr. Holmes -- Confounding and deconfounding: or, slaying the lurking variable -- The smoke-filled debate: clearing the air -- Paradoxes galore! -- Beyond adjustment: the conquest of Mt. Intervention -- Counterfactuals: mining worlds that could have been -- Mediation: the search for a mechanism -- Big data, artificial intelligence, and the big questions. 
520 |a "Everyone has heard the claim, "Correlation does not imply causation." What might sound like a reasonable dictum metastasized in the twentieth century into one of science's biggest obstacles, as a legion of researchers became unwilling to make the claim that one thing could cause another. Even two decades ago, asking a statistician a question like "Was it the aspirin that stopped my headache?" would have been like asking if he believed in voodoo, or at best a topic for conversation at a cocktail party rather than a legitimate target of scientific inquiry. Scientists were allowed to posit only that the probability that one thing was associated with another. This all changed with Judea Pearl, whose work on causality was not just a victory for common sense, but a revolution in the study of the world"--  |c Provided by publisher. 
650 0 |a Causation. 
650 0 |a Inference. 
700 1 |a Mackenzie, Dana,  |e author. 
949 |b 37413317388439  |c newanf  |d prta  |e 501 PEARL  |g sh  |h 32.00  |q 1495891 
949 |b 37413317388447  |c newanf  |d prta  |e 501 PEARL  |g so  |h 32.00  |q 1495892 
998 |a 2018.01.04 
999 f f |i ecc2a59e-7fb3-503a-a6b4-ee90f6e5f38a  |s c5d5379f-fda6-5cf1-b49e-ffa9a4ad5310  |t 0 
952 f f |p Standard Circulation  |a City of Spokane  |b Spokane Public Library  |c Branches  |d Shadle  |t 0  |e 501 PEARL  |h Other scheme  |i Non-fiction  |m 37413317388439 
952 f f |p Standard Circulation  |a City of Spokane  |b Spokane Public Library  |c Branches  |d South Hill  |t 0  |e 501 PEARL  |h Other scheme  |i Non-fiction  |m 37413317388447