Holdings: Causation, prediction, and search

Causation, prediction, and search:

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Bibliographic Details
Main Authors:	Spirtes, Peter (Author), Glymour, Clark N. 1942- (Author), Scheines, Richard (Author)
Format:	Book
Language:	English
Published:	Cambridge. Mass. [u.a.] MIT Press 2000
Edition:	2. ed.
Series:	Adaptive computation and machine learning
Subjects:	Statistische Schlussweise Prognoseverfahren Kausalität Bayes-Netz Statistik
Online Access:	Inhaltsverzeichnis
Item Description:	Includes bibliographical references (p. [495]-529) and index
Physical Description:	XXI, 543 S. graph. Darst.
ISBN:	0262194406 9780262194402

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MARC


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Record in the Search Index

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adam_text	CAUSATION, PREDICTION, AND SEARCH PETER SPIRTES, CLARK GLYMOUR, AND RICHARD SCHEMES WITH ADDITIONAL MATERIAL BY DAVID HECKERMAN, CHRISTOPHER MEEK, GREGORY F. COOPER, AND THOMAS RICHARDSON THE MIT PRESS CAMBRIDGE, MASSACHUSETTS LONDON, ENGLAND CONTENTS PREFACE TO THE SECOND EDITION IX PREFACE XI ACKNOWLEDGMENTS XV NOTATIONAL CONVENTIONS XVII 1 INTRODUCTION AND ADVERTISEMENT 1 2 FORMAL PRELIMINARIES 5 3 CAUSATION AND PREDICTION: AXIOMS AND EXPLICATIONS 19 4 STATISTICAL INDISTINGUISHABILITY 59 5 DISCOVERY ALGORITHMS FOR CAUSALLY SUFFICIENT STRUCTURES 73 6 DISCOVERY ALGORITHMS WITHOUT CAUSAL SUFFICIENCY 123 7 PREDICTION 157 8 REGRESSION, CAUSATION, AND PREDICTION 191 9 THE DESIGN OF EMPIRICAL STUDIES 209 10 THE STRUCTURE OF THE UNOBSERVED 253 11 ELABORATING LINEAR THEORIES WITH UNMEASURED VARIABLES 269 12 PREQUELS AND SEQUELS 295 13 PROOFS OF THEOREMS 377 NOTES 475 GLOSSARY 481 REFERENCES 495 INDEX 531
any_adam_object	1
author	Spirtes, Peter Glymour, Clark N. 1942- Scheines, Richard
author_GND	(DE-588)136539548
author_facet	Spirtes, Peter Glymour, Clark N. 1942- Scheines, Richard
author_role	aut aut aut
author_sort	Spirtes, Peter
author_variant	p s ps c n g cn cng r s rs
building	Verbundindex
bvnumber	BV013797490
callnumber-first	Q - Science
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callnumber-subject	QA - Mathematics
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ctrlnum	(OCoLC)247435607 (DE-599)BVBBV013797490
dewey-full	519.5
dewey-hundreds	500 - Natural sciences and mathematics
dewey-ones	519 - Probabilities and applied mathematics
dewey-raw	519.5
dewey-search	519.5
dewey-sort	3519.5
dewey-tens	510 - Mathematics
discipline	Mathematik Philosophie Wirtschaftswissenschaften
edition	2. ed.
format	Book
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id	DE-604.BV013797490
illustrated	Illustrated
indexdate	2024-07-09T18:52:10Z
institution	BVB
isbn	0262194406 9780262194402
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-009433843
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physical	XXI, 543 S. graph. Darst.
publishDate	2000
publishDateSearch	2000
publishDateSort	2000
publisher	MIT Press
record_format	marc
series2	Adaptive computation and machine learning
spelling	Spirtes, Peter Verfasser aut Causation, prediction, and search Peter Spirtes, Clark Glymour and Richard Scheines 2. ed. Cambridge. Mass. [u.a.] MIT Press 2000 XXI, 543 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Adaptive computation and machine learning Includes bibliographical references (p. [495]-529) and index Statistische Schlussweise (DE-588)4182963-3 gnd rswk-swf Prognoseverfahren (DE-588)4358095-6 gnd rswk-swf Kausalität (DE-588)4030102-3 gnd rswk-swf Bayes-Netz (DE-588)4567228-3 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Kausalität (DE-588)4030102-3 s Statistische Schlussweise (DE-588)4182963-3 s DE-604 Bayes-Netz (DE-588)4567228-3 s Prognoseverfahren (DE-588)4358095-6 s 1\p DE-604 Statistik (DE-588)4056995-0 s 2\p DE-604 Glymour, Clark N. 1942- Verfasser (DE-588)136539548 aut Scheines, Richard Verfasser aut GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009433843&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 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk
spellingShingle	Spirtes, Peter Glymour, Clark N. 1942- Scheines, Richard Causation, prediction, and search Statistische Schlussweise (DE-588)4182963-3 gnd Prognoseverfahren (DE-588)4358095-6 gnd Kausalität (DE-588)4030102-3 gnd Bayes-Netz (DE-588)4567228-3 gnd Statistik (DE-588)4056995-0 gnd
subject_GND	(DE-588)4182963-3 (DE-588)4358095-6 (DE-588)4030102-3 (DE-588)4567228-3 (DE-588)4056995-0
title	Causation, prediction, and search
title_auth	Causation, prediction, and search
title_exact_search	Causation, prediction, and search
title_full	Causation, prediction, and search Peter Spirtes, Clark Glymour and Richard Scheines
title_fullStr	Causation, prediction, and search Peter Spirtes, Clark Glymour and Richard Scheines
title_full_unstemmed	Causation, prediction, and search Peter Spirtes, Clark Glymour and Richard Scheines
title_short	Causation, prediction, and search
title_sort	causation prediction and search
topic	Statistische Schlussweise (DE-588)4182963-3 gnd Prognoseverfahren (DE-588)4358095-6 gnd Kausalität (DE-588)4030102-3 gnd Bayes-Netz (DE-588)4567228-3 gnd Statistik (DE-588)4056995-0 gnd
topic_facet	Statistische Schlussweise Prognoseverfahren Kausalität Bayes-Netz Statistik
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009433843&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT spirtespeter causationpredictionandsearch AT glymourclarkn causationpredictionandsearch AT scheinesrichard causationpredictionandsearch

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