Elements of causal inference: foundations and learning algorithms
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Massachusetts ; London, England
The MIT Press
[2017]
|
| Schriftenreihe: | Adaptive computation and machine learning
|
| Schlagworte: | |
| Online-Zugang: | EFN01 |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | 1 Online-Ressource Illustrationen |
| ISBN: | 9780262037310 |
Internformat
MARC
| LEADER | 00000nmm a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV048903074 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 230418s2017 xxu|||| o||u| ||||||eng d | ||
| 020 | |a 9780262037310 |c eBook |9 978-0-262-03731-0 | ||
| 035 | |a (OCoLC)1376415040 | ||
| 035 | |a (DE-599)BVBBV048903074 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 044 | |a xxu |c US | ||
| 049 | |a DE-1052 | ||
| 050 | 0 | |a Q325.5 | |
| 082 | 0 | |a 006.3/1 |2 23 | |
| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 084 | |a QH 100 |0 (DE-625)141530: |2 rvk | ||
| 084 | |a DAT 708f |2 stub | ||
| 084 | |a MAT 628f |2 stub | ||
| 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 1 Online-Ressource |b Illustrationen | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |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 Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Kausalität |0 (DE-588)4030102-3 |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 |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Janzing, Dominik |d 1966- |e Verfasser |0 (DE-588)120458497 |4 aut | |
| 700 | 1 | |a Schölkopf, Bernhard |d 1968- |e Verfasser |0 (DE-588)14184633X |4 aut | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 978-0-262-03731-0 |
| 912 | |a ebook |a ZDB-4-NLEBK | ||
| 999 | |a oai:aleph.bib-bvb.de:BVB01-034167435 | ||
| 966 | e | |u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2518012 |l EFN01 |p ZDB-4-NLEBK |x Aggregator |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804185068474728448 |
|---|---|
| adam_txt | |
| any_adam_object | |
| any_adam_object_boolean | |
| 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 | BV048903074 |
| 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 |
| classification_rvk | ST 300 QH 100 |
| classification_tum | DAT 708f MAT 628f |
| collection | ebook ZDB-4-NLEBK |
| ctrlnum | (OCoLC)1376415040 (DE-599)BVBBV048903074 |
| 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 |
| discipline_str_mv | Informatik Mathematik Wirtschaftswissenschaften |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02059nmm a2200541 c 4500</leader><controlfield tag="001">BV048903074</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">230418s2017 xxu|||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780262037310</subfield><subfield code="c">eBook</subfield><subfield code="9">978-0-262-03731-0</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1376415040</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV048903074</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-1052</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">Q325.5</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.3/1</subfield><subfield code="2">23</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">QH 100</subfield><subfield code="0">(DE-625)141530:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">DAT 708f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MAT 628f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Peters, Jonas</subfield><subfield code="d">1984-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1177834510</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Elements of causal inference</subfield><subfield code="b">foundations and learning algorithms</subfield><subfield code="c">Jonas Peters, Dominik Janzing, and Bernhard Schölkopf</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cambridge, Massachusetts ; London, England</subfield><subfield code="b">The MIT Press</subfield><subfield code="c">[2017]</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource</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">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Adaptive computation and machine learning</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Machine learning</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Logic, Symbolic and mathematical</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=" " ind2="4"><subfield code="a">Computer algorithms</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</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="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">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Janzing, Dominik</subfield><subfield code="d">1966-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)120458497</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Schölkopf, Bernhard</subfield><subfield code="d">1968-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)14184633X</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">978-0-262-03731-0</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ebook</subfield><subfield code="a">ZDB-4-NLEBK</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-034167435</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2518012</subfield><subfield code="l">EFN01</subfield><subfield code="p">ZDB-4-NLEBK</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV048903074 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T21:51:25Z |
| indexdate | 2024-07-10T09:49:21Z |
| institution | BVB |
| isbn | 9780262037310 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034167435 |
| oclc_num | 1376415040 |
| open_access_boolean | |
| owner | DE-1052 |
| owner_facet | DE-1052 |
| physical | 1 Online-Ressource Illustrationen |
| psigel | ebook ZDB-4-NLEBK |
| 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] 1 Online-Ressource Illustrationen txt rdacontent c rdamedia cr rdacarrier Adaptive computation and machine learning Includes bibliographical references and index Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Kausalität (DE-588)4030102-3 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 Erscheint auch als Druck-Ausgabe 978-0-262-03731-0 |
| 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 Maschinelles Lernen (DE-588)4193754-5 gnd Kausalität (DE-588)4030102-3 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)4030102-3 |
| 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_exact_search_txtP | 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 Maschinelles Lernen (DE-588)4193754-5 gnd Kausalität (DE-588)4030102-3 gnd |
| topic_facet | Machine learning Logic, Symbolic and mathematical Causation Inference Computer algorithms Maschinelles Lernen Kausalität |
| work_keys_str_mv | AT petersjonas elementsofcausalinferencefoundationsandlearningalgorithms AT janzingdominik elementsofcausalinferencefoundationsandlearningalgorithms AT scholkopfbernhard elementsofcausalinferencefoundationsandlearningalgorithms |