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Document Type: | Book |
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All Authors / Contributors: |
Judea Pearl; Dana Mackenzie |
ISBN: | 9781541698963 1541698967 |
OCLC Number: | 1106172917 |
Description: | x, 418 pages : illustrations ; 21 cm |
Contents: | Mind over data -- 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 mount intervention -- Counterfactuals: mining worlds that could have been -- Mediation: the search for a mechanism -- Big data, artificial intelligence, and the big questions. |
Responsibility: | Judea Pearl and Dana MacKenzie. |
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