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...
Gespeichert in:
Beteiligte Personen: | , |
---|---|
Format: | Buch |
Sprache: | Englisch |
Veröffentlicht: |
New York
Basic Books
May 2018
|
Ausgabe: | First edition |
Schlagwörter: | |
Links: | 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 |
Zusammenfassung: | "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"... |
Beschreibung: | Includes bibliographical references and index, Hier auch später erschienene, unveränderte Nachdrucke |
Umfang: | x, 418 Seiten Illustrationen |
ISBN: | 9780465097609 046509760X |
Internformat
MARC
LEADER | 00000nam a2200000 c 4500 | ||
---|---|---|---|
001 | BV044954729 | ||
003 | DE-604 | ||
005 | 20231116 | ||
007 | t| | ||
008 | 180522s2018 xxua||| |||| 00||| eng d | ||
010 | |a 017056458 | ||
020 | |a 9780465097609 |c hardcover : GBP 25.00 |9 978-0-465-09760-9 | ||
020 | |a 046509760X |c Hb. |9 0-465-09760-X | ||
035 | |a (OCoLC)1030405961 | ||
035 | |a (DE-599)BVBBV044954729 | ||
040 | |a DE-604 |b ger |e rda | ||
041 | 0 | |a eng | |
044 | |a xxu |c US | ||
049 | |a DE-473 |a DE-20 |a DE-12 |a DE-19 |a DE-29 |a DE-91G |a DE-706 |a DE-859 |a DE-523 |a DE-29T |a DE-355 |a DE-2070s |a DE-861 |a DE-384 | ||
050 | 0 | |a Q175.32.C38 | |
082 | 0 | |a 501 |2 23 | |
084 | |a MB 2300 |0 (DE-625)122280: |2 rvk | ||
084 | |a SK 800 |0 (DE-625)143256: |2 rvk | ||
084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
084 | |a MAT 006f |2 stub | ||
084 | |a MAT 600f |2 stub | ||
084 | |a DAT 700f |2 stub | ||
100 | 1 | |a Pearl, Judea |d 1936- |e Verfasser |0 (DE-588)139283331 |4 aut | |
245 | 1 | 0 | |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 May 2018 | |
264 | 4 | |c © 2018 | |
300 | |a x, 418 Seiten |b Illustrationen | ||
336 | |b txt |2 rdacontent | ||
337 | |b n |2 rdamedia | ||
338 | |b nc |2 rdacarrier | ||
500 | |a Includes bibliographical references and index, Hier auch später erschienene, unveränderte Nachdrucke | ||
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"... | ||
650 | 4 | |a Causation | |
650 | 4 | |a Inference | |
650 | 0 | 7 | |a Logik |0 (DE-588)4036202-4 |2 gnd |9 rswk-swf |
650 | 0 | 7 | |a Schlussfolgern |0 (DE-588)4251178-1 |2 gnd |9 rswk-swf |
650 | 0 | 7 | |a Kausalität |0 (DE-588)4030102-3 |2 gnd |9 rswk-swf |
650 | 0 | 7 | |a Korrelation |0 (DE-588)4165343-9 |2 gnd |9 rswk-swf |
689 | 0 | 0 | |a Kausalität |0 (DE-588)4030102-3 |D s |
689 | 0 | 1 | |a Korrelation |0 (DE-588)4165343-9 |D s |
689 | 0 | 2 | |a Schlussfolgern |0 (DE-588)4251178-1 |D s |
689 | 0 | |5 DE-604 | |
689 | 1 | 0 | |a Logik |0 (DE-588)4036202-4 |D s |
689 | 1 | 1 | |a Kausalität |0 (DE-588)4030102-3 |D s |
689 | 1 | |8 1\p |5 DE-604 | |
700 | 1 | |a Mackenzie, Dana |e Verfasser |0 (DE-588)102390134X |4 aut | |
775 | 0 | 8 | |i Äquivalent |n Druck-Ausgabe, Paperback |d 2023 |z 978-1-541-69896-3 |w (DE-604)BV048240071 |
776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, ebook |z 978-0-465-09761-6 |
856 | 4 | 2 | |m LoC Fremddatenuebernahme |q application/pdf |u 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 |3 Inhaltsverzeichnis |
883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-030347420 |
Datensatz im Suchindex
DE-BY-TUM_call_number | 0104 MAT 600f 2018 A 4143 0303 MAT 600f 2019 L 134 |
---|---|
DE-BY-TUM_katkey | 2350107 |
DE-BY-TUM_location | 01 03 |
DE-BY-TUM_media_number | 040008530027 040008532518 040008532530 040008532529 040008597139 040008537955 040008537944 040008537933 040008597300 040008597286 040008597297 040008597311 040008740361 040008740372 040008684624 |
_version_ | 1821934309951406080 |
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 |
fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03459nam a2200649 c 4500</leader><controlfield tag="001">BV044954729</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20231116 </controlfield><controlfield tag="007">t|</controlfield><controlfield tag="008">180522s2018 xxua||| |||| 00||| eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="a">017056458</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780465097609</subfield><subfield code="c">hardcover : GBP 25.00</subfield><subfield code="9">978-0-465-09760-9</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">046509760X</subfield><subfield code="c">Hb.</subfield><subfield code="9">0-465-09760-X</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1030405961</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV044954729</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">xxu</subfield><subfield code="c">US</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-473</subfield><subfield code="a">DE-20</subfield><subfield code="a">DE-12</subfield><subfield code="a">DE-19</subfield><subfield code="a">DE-29</subfield><subfield code="a">DE-91G</subfield><subfield code="a">DE-706</subfield><subfield code="a">DE-859</subfield><subfield code="a">DE-523</subfield><subfield code="a">DE-29T</subfield><subfield code="a">DE-355</subfield><subfield code="a">DE-2070s</subfield><subfield code="a">DE-861</subfield><subfield code="a">DE-384</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">Q175.32.C38</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">501</subfield><subfield code="2">23</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MB 2300</subfield><subfield code="0">(DE-625)122280:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SK 800</subfield><subfield code="0">(DE-625)143256:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 300</subfield><subfield code="0">(DE-625)143650:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MAT 006f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MAT 600f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">DAT 700f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Pearl, Judea</subfield><subfield code="d">1936-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)139283331</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">The book of why</subfield><subfield code="b">the new science of cause and effect</subfield><subfield code="c">Judea Pearl and Dana Mackenzie</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">First edition</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">New York</subfield><subfield code="b">Basic Books</subfield><subfield code="c">May 2018</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2018</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">x, 418 Seiten</subfield><subfield code="b">Illustrationen</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index, Hier auch später erschienene, unveränderte Nachdrucke</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="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"...</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Causation</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Inference</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Logik</subfield><subfield code="0">(DE-588)4036202-4</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Schlussfolgern</subfield><subfield code="0">(DE-588)4251178-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Kausalität</subfield><subfield code="0">(DE-588)4030102-3</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Korrelation</subfield><subfield code="0">(DE-588)4165343-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Kausalität</subfield><subfield code="0">(DE-588)4030102-3</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Korrelation</subfield><subfield code="0">(DE-588)4165343-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Schlussfolgern</subfield><subfield code="0">(DE-588)4251178-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Logik</subfield><subfield code="0">(DE-588)4036202-4</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Kausalität</subfield><subfield code="0">(DE-588)4030102-3</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Mackenzie, Dana</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)102390134X</subfield><subfield code="4">aut</subfield></datafield><datafield tag="775" ind1="0" ind2="8"><subfield code="i">Äquivalent</subfield><subfield code="n">Druck-Ausgabe, Paperback</subfield><subfield code="d">2023</subfield><subfield code="z">978-1-541-69896-3</subfield><subfield code="w">(DE-604)BV048240071</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe, ebook</subfield><subfield code="z">978-0-465-09761-6</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">LoC Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">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</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-030347420</subfield></datafield></record></collection> |
id | DE-604.BV044954729 |
illustrated | Illustrated |
indexdate | 2024-12-20T18:15:11Z |
institution | BVB |
isbn | 9780465097609 046509760X |
language | English |
lccn | 017056458 |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030347420 |
oclc_num | 1030405961 |
open_access_boolean | |
owner | DE-473 DE-BY-UBG DE-20 DE-12 DE-19 DE-BY-UBM DE-29 DE-91G DE-BY-TUM DE-706 DE-859 DE-523 DE-29T DE-355 DE-BY-UBR DE-2070s DE-861 DE-384 |
owner_facet | DE-473 DE-BY-UBG DE-20 DE-12 DE-19 DE-BY-UBM DE-29 DE-91G DE-BY-TUM DE-706 DE-859 DE-523 DE-29T DE-355 DE-BY-UBR DE-2070s DE-861 DE-384 |
physical | x, 418 Seiten Illustrationen |
publishDate | 2018 |
publishDateSearch | 2018 |
publishDateSort | 2018 |
publisher | Basic Books |
record_format | marc |
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 |
work_keys_str_mv | AT pearljudea thebookofwhythenewscienceofcauseandeffect AT mackenziedana thebookofwhythenewscienceofcauseandeffect |