The book of why: the new science of cause and effect
Gespeichert in:
| Beteiligte Personen: | , |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
[London]
Penguin Books
2018
|
| Ausgabe: | First published |
| Schriftenreihe: | Penguin Science
An Allen Lane Book |
| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031417759&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Beschreibung: | First published in the United States of America by Basic Books 2018. First published in Great Britain by Allen Lane 2018. Hier auch später erschienene, unveränderte Nachdrucke |
| Umfang: | x, 418 Seiten Illustrationen |
| ISBN: | 9780141982410 0141982411 |
Internformat
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Datensatz im Suchindex
| _version_ | 1819381804721766400 |
|---|---|
| adam_text | CONTENTS ix Preface 1 INTRODUCTION Mind over Data CHAPTER 1 The Ladder of Causation 23 CHAPTER 2 From Buccaneers to Guinea Pigs: The Genesis of Causal Inference 53 From Evidence to Causes: Reverend Bayes Meets Mr. Holmes 93 CHAPTER 3 Confounding and Deconfounding: Or, Slaying the Lurking Variable 135 The Smoke-Filled Debate: Clearing the Air 167 CHAPTER 6 Paradoxes Galore! 189 CHAPTER 7 Beyond Adjustment: The Conquest of Mount Intervention 219 Counterfactuals: Mining Worlds That Could Have Been 259 CHAPTER 9 Mediation: The Search for a Mechanism 299 CHAPTER 10 Big Data, Artificial Intelligence, and the Big Questions 349 CHAPTER 4 CHAPTER 5 CHAPTER 8 Acknowledgments 371 Notes 373 Bibliography 377 Index 405 vii
|
| 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 | BV046035977 |
| classification_rvk | MR 1100 CC 2600 MB 2300 SK 800 |
| ctrlnum | (OCoLC)1108327258 (DE-599)BVBBV046035977 |
| discipline | Soziologie Politologie Mathematik Philosophie |
| edition | First published |
| format | Book |
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| id | DE-604.BV046035977 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T18:41:28Z |
| institution | BVB |
| isbn | 9780141982410 0141982411 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031417759 |
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| physical | x, 418 Seiten Illustrationen |
| publishDate | 2018 |
| publishDateSearch | 2018 |
| publishDateSort | 2018 |
| publisher | Penguin Books |
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| series2 | Penguin Science An Allen Lane Book |
| spellingShingle | Pearl, Judea 1936- Mackenzie, Dana The book of why the new science of cause and effect Korrelation (DE-588)4165343-9 gnd Schlussfolgern (DE-588)4251178-1 gnd Kausalität (DE-588)4030102-3 gnd Logik (DE-588)4036202-4 gnd |
| subject_GND | (DE-588)4165343-9 (DE-588)4251178-1 (DE-588)4030102-3 (DE-588)4036202-4 |
| 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 | Korrelation (DE-588)4165343-9 gnd Schlussfolgern (DE-588)4251178-1 gnd Kausalität (DE-588)4030102-3 gnd Logik (DE-588)4036202-4 gnd |
| topic_facet | Korrelation Schlussfolgern Kausalität Logik |
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