Elements of causal inference: foundations and learning algorithms
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Massachusetts ; London, England
The MIT Press
[2017]
|
| Schriftenreihe: | Adaptive computation and machine learning
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | xiv, 265 Seiten Illustrationen, Diagramme |
| ISBN: | 9780262037310 |
Internformat
MARC
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| 100 | 1 | |a Peters, Jonas |d 1984- |e Verfasser |0 (DE-588)1177834510 |4 aut | |
| 245 | 1 | 0 | |a Elements of causal inference |b foundations and learning algorithms |c Jonas Peters, Dominik Janzing, and Bernhard Schölkopf |
| 264 | 1 | |a Cambridge, Massachusetts ; London, England |b The MIT Press |c [2017] | |
| 300 | |a xiv, 265 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Adaptive computation and machine learning | |
| 500 | |a Includes bibliographical references and index | ||
| 650 | 4 | |a Machine learning | |
| 650 | 4 | |a Logic, Symbolic and mathematical | |
| 650 | 4 | |a Causation | |
| 650 | 4 | |a Inference | |
| 650 | 4 | |a Computer algorithms | |
| 650 | 0 | 7 | |a Kausalität |0 (DE-588)4030102-3 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Kausalität |0 (DE-588)4030102-3 |D s |
| 689 | 0 | 1 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
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| 700 | 1 | |a Janzing, Dominik |d 1966- |e Verfasser |0 (DE-588)120458497 |4 aut | |
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Datensatz im Suchindex
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| any_adam_object | |
| author | Peters, Jonas 1984- Janzing, Dominik 1966- Schölkopf, Bernhard 1968- |
| author_GND | (DE-588)1177834510 (DE-588)120458497 (DE-588)14184633X |
| author_facet | Peters, Jonas 1984- Janzing, Dominik 1966- Schölkopf, Bernhard 1968- |
| author_role | aut aut aut |
| author_sort | Peters, Jonas 1984- |
| author_variant | j p jp d j dj b s bs |
| building | Verbundindex |
| bvnumber | BV044717747 |
| callnumber-first | Q - Science |
| callnumber-label | Q325 |
| callnumber-raw | Q325.5 |
| callnumber-search | Q325.5 |
| callnumber-sort | Q 3325.5 |
| callnumber-subject | Q - General Science |
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| collection | ebook |
| ctrlnum | (OCoLC)1025309954 (DE-599)BVBBV044717747 |
| dewey-full | 006.3/1 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 |
| dewey-search | 006.3/1 |
| dewey-sort | 16.3 11 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV044717747 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:00:14Z |
| institution | BVB |
| isbn | 9780262037310 |
| language | English |
| lccn | 017020087 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030114117 |
| oclc_num | 1025309954 |
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| physical | xiv, 265 Seiten Illustrationen, Diagramme |
| psigel | ebook |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | The MIT Press |
| record_format | marc |
| series2 | Adaptive computation and machine learning |
| spelling | Peters, Jonas 1984- Verfasser (DE-588)1177834510 aut Elements of causal inference foundations and learning algorithms Jonas Peters, Dominik Janzing, and Bernhard Schölkopf Cambridge, Massachusetts ; London, England The MIT Press [2017] xiv, 265 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Adaptive computation and machine learning Includes bibliographical references and index Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Kausalität (DE-588)4030102-3 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Kausalität (DE-588)4030102-3 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 Janzing, Dominik 1966- Verfasser (DE-588)120458497 aut Schölkopf, Bernhard 1968- Verfasser (DE-588)14184633X aut https://mitpress.mit.edu/books/elements-causal-inference Verlag kostenfrei Volltext |
| spellingShingle | Peters, Jonas 1984- Janzing, Dominik 1966- Schölkopf, Bernhard 1968- Elements of causal inference foundations and learning algorithms Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Kausalität (DE-588)4030102-3 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4030102-3 (DE-588)4193754-5 |
| title | Elements of causal inference foundations and learning algorithms |
| title_auth | Elements of causal inference foundations and learning algorithms |
| title_exact_search | Elements of causal inference foundations and learning algorithms |
| title_full | Elements of causal inference foundations and learning algorithms Jonas Peters, Dominik Janzing, and Bernhard Schölkopf |
| title_fullStr | Elements of causal inference foundations and learning algorithms Jonas Peters, Dominik Janzing, and Bernhard Schölkopf |
| title_full_unstemmed | Elements of causal inference foundations and learning algorithms Jonas Peters, Dominik Janzing, and Bernhard Schölkopf |
| title_short | Elements of causal inference |
| title_sort | elements of causal inference foundations and learning algorithms |
| title_sub | foundations and learning algorithms |
| topic | Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Kausalität (DE-588)4030102-3 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Kausalität Maschinelles Lernen |
| url | https://mitpress.mit.edu/books/elements-causal-inference |
| work_keys_str_mv | AT petersjonas elementsofcausalinferencefoundationsandlearningalgorithms AT janzingdominik elementsofcausalinferencefoundationsandlearningalgorithms AT scholkopfbernhard elementsofcausalinferencefoundationsandlearningalgorithms |