The book of why: the new science of cause and effect
"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...
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| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York
Basic Books
May 2018
|
| Edition: | First edition |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | "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"... |
| Item Description: | Includes bibliographical references and index, Hier auch später erschienene, unveränderte Nachdrucke |
| Physical Description: | x, 418 Seiten Illustrationen |
| ISBN: | 9780465097609 046509760X |
Staff View
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Record in the Search Index
| _version_ | 1804178546352979968 |
|---|---|
| adam_text | THE BOOK OF WHY
/ PEARL, JUDEAYYEAUTHOR
: 2018
TABLE OF CONTENTS / INHALTSVERZEICHNIS
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Pearl, Judea 1936- Mackenzie, Dana |
| author_GND | (DE-588)139283331 (DE-588)102390134X |
| author_facet | Pearl, Judea 1936- Mackenzie, Dana |
| author_role | aut aut |
| author_sort | Pearl, Judea 1936- |
| author_variant | j p jp d m dm |
| building | Verbundindex |
| bvnumber | BV044954729 |
| callnumber-first | Q - Science |
| callnumber-label | Q175 |
| callnumber-raw | Q175.32.C38 |
| callnumber-search | Q175.32.C38 |
| callnumber-sort | Q 3175.32 C38 |
| callnumber-subject | Q - General Science |
| classification_rvk | MB 2300 SK 800 ST 300 |
| classification_tum | MAT 006f MAT 600f DAT 700f |
| ctrlnum | (OCoLC)1030405961 (DE-599)BVBBV044954729 |
| dewey-full | 501 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 501 - Philosophy and theory |
| dewey-raw | 501 |
| dewey-search | 501 |
| dewey-sort | 3501 |
| dewey-tens | 500 - Natural sciences and mathematics |
| discipline | Allgemeine Naturwissenschaft Informatik Politologie Mathematik |
| edition | First edition |
| format | Book |
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| isbn | 9780465097609 046509760X |
| language | English |
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| physical | x, 418 Seiten Illustrationen |
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| spelling | Pearl, Judea 1936- Verfasser (DE-588)139283331 aut The book of why the new science of cause and effect Judea Pearl and Dana Mackenzie First edition New York Basic Books May 2018 © 2018 x, 418 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index, Hier auch später erschienene, unveränderte Nachdrucke "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"... Causation Inference Logik (DE-588)4036202-4 gnd rswk-swf Schlussfolgern (DE-588)4251178-1 gnd rswk-swf Kausalität (DE-588)4030102-3 gnd rswk-swf Korrelation (DE-588)4165343-9 gnd rswk-swf Kausalität (DE-588)4030102-3 s Korrelation (DE-588)4165343-9 s Schlussfolgern (DE-588)4251178-1 s DE-604 Logik (DE-588)4036202-4 s 1\p DE-604 Mackenzie, Dana Verfasser (DE-588)102390134X aut Äquivalent Druck-Ausgabe, Paperback 2023 978-1-541-69896-3 (DE-604)BV048240071 Erscheint auch als Online-Ausgabe, ebook 978-0-465-09761-6 LoC Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030347420&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Pearl, Judea 1936- Mackenzie, Dana The book of why the new science of cause and effect Causation Inference Logik (DE-588)4036202-4 gnd Schlussfolgern (DE-588)4251178-1 gnd Kausalität (DE-588)4030102-3 gnd Korrelation (DE-588)4165343-9 gnd |
| subject_GND | (DE-588)4036202-4 (DE-588)4251178-1 (DE-588)4030102-3 (DE-588)4165343-9 |
| title | The book of why the new science of cause and effect |
| title_auth | The book of why the new science of cause and effect |
| title_exact_search | The book of why the new science of cause and effect |
| title_full | The book of why the new science of cause and effect Judea Pearl and Dana Mackenzie |
| title_fullStr | The book of why the new science of cause and effect Judea Pearl and Dana Mackenzie |
| title_full_unstemmed | The book of why the new science of cause and effect Judea Pearl and Dana Mackenzie |
| title_short | The book of why |
| title_sort | the book of why the new science of cause and effect |
| title_sub | the new science of cause and effect |
| topic | Causation Inference Logik (DE-588)4036202-4 gnd Schlussfolgern (DE-588)4251178-1 gnd Kausalität (DE-588)4030102-3 gnd Korrelation (DE-588)4165343-9 gnd |
| topic_facet | Causation Inference Logik Schlussfolgern Kausalität Korrelation |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030347420&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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