The book of why : (Record no. 21556)
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000 -LEADER | |
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fixed length control field | 01894nam a2200205 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780141982410 |
041 ## - LANGUAGE CODE | |
Language code of text/sound track or separate title | English |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 501 |
Item number | PEA |
100 ## - MAIN ENTRY--AUTHOR NAME | |
Author name | Pearl, Judea |
Dates associated with a name | 1957 |
245 ## - TITLE STATEMENT | |
Title | The book of why : |
Sub Title | the new science of cause and effect |
Statement of responsibility, etc | Judea Pearl; Dana Mackenzie |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication | New York : |
Name of publisher | Basic Books, |
Year of publication | ©2018 |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | x, 418 pages : |
Other physical details | illustrations ; |
Dimensions | 25 cm |
505 ## - FORMATTED CONTENTS NOTE | |
Formatted contents note | Introduction : Mind over data --<br/>The ladder of causation --<br/>From buccaneers to guinea pigs the genesis of causal inference --<br/>From evidence to causes: Reverend Bayes meets Mr. Holmes --<br/>Confounding and deconfounding: or, slaying the lurking variable --<br/>The smoke-filled debate: clearing the air --<br/>Paradoxes galore! --<br/>Beyond adjustment: the conquest of Mount Intervention --<br/>Counterfactuals: mining worlds that could have been --<br/>Mediation: the search for a mechanism --<br/>Big data, artificial intelligence, and the big questions. |
520 ## - SUMMARY, ETC. | |
Summary, etc | "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" |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Subject | Causation. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Subject | Inference. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Subject | Causality |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Author 2/ Editor | Mackenzie, Dana |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Koha item type | Books |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Bill Date | Full call number | Accession Number | Price effective from | Koha item type |
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Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 02/18/2022 | Atlantic Publishers | 599.00 | 01/02/2022 | 501 PEA | 45931 | 02/18/2022 | Books |