Foundations of linear and generalized linear models:
"This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover. Written by a prolific academic, researcher, and textbook writer, Foundations of Linear and Generalized Linear Models is soon to become the gold standard by w...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, New Jersey
John Wiley & Sons Inc.
[2015]
|
| Schriftenreihe: | Wiley series in probability and statistics
|
| Schlagworte: | |
| Zusammenfassung: | "This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover. Written by a prolific academic, researcher, and textbook writer, Foundations of Linear and Generalized Linear Models is soon to become the gold standard by which all existing textbooks on the topic will be compared. While the emphasis is clearly and succinctly on theoretical underpinnings, applications in "R" are presented when they help to elucidate the content or promote practical model building. Each chapter contains approximately 15-20 exercises, primarily for readers to practice and extend the theory, but, also to assimilate the ideas by doing some data analysis. The carefully crafted models and examples convey basic concepts and do not get mired down in non-trivial considerations. An author-maintained web site includes, among other numerous pedagogical supplements, analyses that parallel the "R" routines from the book in SAS, SPSS and Stata"-- |
| Beschreibung: | Description based on print version record |
| Beschreibung: | 1 online resource (472 pages) illustrations |
| ISBN: | 9781118730034 9781118730300 |
Internformat
MARC
| LEADER | 00000nam a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV044072341 | ||
| 003 | DE-604 | ||
| 005 | 20191202 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 170217s2015 xx a||| o|||| 00||| eng d | ||
| 020 | |a 9781118730034 |c Print |9 978-1-118-73003-4 | ||
| 020 | |a 9781118730300 |c ebook |9 978-1-118-73030-0 | ||
| 035 | |a (ZDB-30-PAD)EBC1895564 | ||
| 035 | |a (ZDB-89-EBL)EBL1895564 | ||
| 035 | |a (ZDB-38-EBR)ebr11011822 | ||
| 035 | |a (OCoLC)890971757 | ||
| 035 | |a (DE-599)BVBBV044072341 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 082 | 0 | |a 003/.74 |2 23 | |
| 084 | |a ST 601 |0 (DE-625)143682: |2 rvk | ||
| 100 | 1 | |a Agresti, Alan |d 1947- |0 (DE-588)141458062 |4 aut | |
| 245 | 1 | 0 | |a Foundations of linear and generalized linear models |c Alan Agresti |
| 264 | 1 | |a Hoboken, New Jersey |b John Wiley & Sons Inc. |c [2015] | |
| 264 | 4 | |c © 2015 | |
| 300 | |a 1 online resource (472 pages) |b illustrations | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 0 | |a Wiley series in probability and statistics | |
| 500 | |a Description based on print version record | ||
| 520 | |a "This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover. Written by a prolific academic, researcher, and textbook writer, Foundations of Linear and Generalized Linear Models is soon to become the gold standard by which all existing textbooks on the topic will be compared. While the emphasis is clearly and succinctly on theoretical underpinnings, applications in "R" are presented when they help to elucidate the content or promote practical model building. Each chapter contains approximately 15-20 exercises, primarily for readers to practice and extend the theory, but, also to assimilate the ideas by doing some data analysis. The carefully crafted models and examples convey basic concepts and do not get mired down in non-trivial considerations. An author-maintained web site includes, among other numerous pedagogical supplements, analyses that parallel the "R" routines from the book in SAS, SPSS and Stata"-- | ||
| 650 | 4 | |a Mathematical analysis |x Foundations | |
| 650 | 4 | |a Linear models (Statistics) | |
| 650 | 0 | 7 | |a Lineares Modell |0 (DE-588)4134827-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Verallgemeinertes lineares Modell |0 (DE-588)4124382-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Statistisches Modell |0 (DE-588)4121722-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Modellierung |0 (DE-588)4170297-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Statistik |0 (DE-588)4056995-0 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Lineares Modell |0 (DE-588)4134827-8 |D s |
| 689 | 0 | 1 | |a Verallgemeinertes lineares Modell |0 (DE-588)4124382-1 |D s |
| 689 | 0 | 2 | |a Modellierung |0 (DE-588)4170297-9 |D s |
| 689 | 0 | 3 | |a Statistik |0 (DE-588)4056995-0 |D s |
| 689 | 0 | |8 1\p |5 DE-604 | |
| 689 | 1 | 0 | |a Statistisches Modell |0 (DE-588)4121722-6 |D s |
| 689 | 1 | 1 | |a Modellierung |0 (DE-588)4170297-9 |D s |
| 689 | 1 | 2 | |a Statistik |0 (DE-588)4056995-0 |D s |
| 689 | 1 | |8 2\p |5 DE-604 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |a Agresti, Alan |t Foundations of linear and generalized linear models |
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 883 | 1 | |8 2\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 912 | |a ZDB-30-PAD | ||
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-029479186 | |
Datensatz im Suchindex
| _version_ | 1817681166459731968 |
|---|---|
| adam_text | |
| any_adam_object | |
| author | Agresti, Alan 1947- |
| author_GND | (DE-588)141458062 |
| author_facet | Agresti, Alan 1947- |
| author_role | aut |
| author_sort | Agresti, Alan 1947- |
| author_variant | a a aa |
| building | Verbundindex |
| bvnumber | BV044072341 |
| classification_rvk | ST 601 |
| collection | ZDB-30-PAD |
| ctrlnum | (ZDB-30-PAD)EBC1895564 (ZDB-89-EBL)EBL1895564 (ZDB-38-EBR)ebr11011822 (OCoLC)890971757 (DE-599)BVBBV044072341 |
| dewey-full | 003/.74 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 003 - Systems |
| dewey-raw | 003/.74 |
| dewey-search | 003/.74 |
| dewey-sort | 13 274 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nam a2200000zc 4500</leader><controlfield tag="001">BV044072341</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20191202</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">170217s2015 xx a||| o|||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781118730034</subfield><subfield code="c">Print</subfield><subfield code="9">978-1-118-73003-4</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781118730300</subfield><subfield code="c">ebook</subfield><subfield code="9">978-1-118-73030-0</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-30-PAD)EBC1895564</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-89-EBL)EBL1895564</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-38-EBR)ebr11011822</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)890971757</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV044072341</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="082" ind1="0" ind2=" "><subfield code="a">003/.74</subfield><subfield code="2">23</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 601</subfield><subfield code="0">(DE-625)143682:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Agresti, Alan</subfield><subfield code="d">1947-</subfield><subfield code="0">(DE-588)141458062</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Foundations of linear and generalized linear models</subfield><subfield code="c">Alan Agresti</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Hoboken, New Jersey</subfield><subfield code="b">John Wiley & Sons Inc.</subfield><subfield code="c">[2015]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2015</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (472 pages)</subfield><subfield code="b">illustrations</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">Wiley series in probability and statistics</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Description based on print version record</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">"This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover. Written by a prolific academic, researcher, and textbook writer, Foundations of Linear and Generalized Linear Models is soon to become the gold standard by which all existing textbooks on the topic will be compared. While the emphasis is clearly and succinctly on theoretical underpinnings, applications in "R" are presented when they help to elucidate the content or promote practical model building. Each chapter contains approximately 15-20 exercises, primarily for readers to practice and extend the theory, but, also to assimilate the ideas by doing some data analysis. The carefully crafted models and examples convey basic concepts and do not get mired down in non-trivial considerations. An author-maintained web site includes, among other numerous pedagogical supplements, analyses that parallel the "R" routines from the book in SAS, SPSS and Stata"--</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematical analysis</subfield><subfield code="x">Foundations</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Linear models (Statistics)</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Lineares Modell</subfield><subfield code="0">(DE-588)4134827-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Verallgemeinertes lineares Modell</subfield><subfield code="0">(DE-588)4124382-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Statistisches Modell</subfield><subfield code="0">(DE-588)4121722-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Modellierung</subfield><subfield code="0">(DE-588)4170297-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Statistik</subfield><subfield code="0">(DE-588)4056995-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Lineares Modell</subfield><subfield code="0">(DE-588)4134827-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Verallgemeinertes lineares Modell</subfield><subfield code="0">(DE-588)4124382-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Modellierung</subfield><subfield code="0">(DE-588)4170297-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="3"><subfield code="a">Statistik</subfield><subfield code="0">(DE-588)4056995-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="8">1\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Statistisches Modell</subfield><subfield code="0">(DE-588)4121722-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Modellierung</subfield><subfield code="0">(DE-588)4170297-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="2"><subfield code="a">Statistik</subfield><subfield code="0">(DE-588)4056995-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="8">2\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="a">Agresti, Alan</subfield><subfield code="t">Foundations of linear and generalized linear models</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="883" ind1="1" ind2=" "><subfield code="8">2\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="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-PAD</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-029479186</subfield></datafield></record></collection> |
| id | DE-604.BV044072341 |
| illustrated | Illustrated |
| indexdate | 2024-12-06T09:04:03Z |
| institution | BVB |
| isbn | 9781118730034 9781118730300 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029479186 |
| oclc_num | 890971757 |
| open_access_boolean | |
| physical | 1 online resource (472 pages) illustrations |
| psigel | ZDB-30-PAD |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | John Wiley & Sons Inc. |
| record_format | marc |
| series2 | Wiley series in probability and statistics |
| spelling | Agresti, Alan 1947- (DE-588)141458062 aut Foundations of linear and generalized linear models Alan Agresti Hoboken, New Jersey John Wiley & Sons Inc. [2015] © 2015 1 online resource (472 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Wiley series in probability and statistics Description based on print version record "This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover. Written by a prolific academic, researcher, and textbook writer, Foundations of Linear and Generalized Linear Models is soon to become the gold standard by which all existing textbooks on the topic will be compared. While the emphasis is clearly and succinctly on theoretical underpinnings, applications in "R" are presented when they help to elucidate the content or promote practical model building. Each chapter contains approximately 15-20 exercises, primarily for readers to practice and extend the theory, but, also to assimilate the ideas by doing some data analysis. The carefully crafted models and examples convey basic concepts and do not get mired down in non-trivial considerations. An author-maintained web site includes, among other numerous pedagogical supplements, analyses that parallel the "R" routines from the book in SAS, SPSS and Stata"-- Mathematical analysis Foundations Linear models (Statistics) Lineares Modell (DE-588)4134827-8 gnd rswk-swf Verallgemeinertes lineares Modell (DE-588)4124382-1 gnd rswk-swf Statistisches Modell (DE-588)4121722-6 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Lineares Modell (DE-588)4134827-8 s Verallgemeinertes lineares Modell (DE-588)4124382-1 s Modellierung (DE-588)4170297-9 s Statistik (DE-588)4056995-0 s 1\p DE-604 Statistisches Modell (DE-588)4121722-6 s 2\p DE-604 Erscheint auch als Druck-Ausgabe Agresti, Alan Foundations of linear and generalized linear models 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 | Agresti, Alan 1947- Foundations of linear and generalized linear models Mathematical analysis Foundations Linear models (Statistics) Lineares Modell (DE-588)4134827-8 gnd Verallgemeinertes lineares Modell (DE-588)4124382-1 gnd Statistisches Modell (DE-588)4121722-6 gnd Modellierung (DE-588)4170297-9 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4134827-8 (DE-588)4124382-1 (DE-588)4121722-6 (DE-588)4170297-9 (DE-588)4056995-0 |
| title | Foundations of linear and generalized linear models |
| title_auth | Foundations of linear and generalized linear models |
| title_exact_search | Foundations of linear and generalized linear models |
| title_full | Foundations of linear and generalized linear models Alan Agresti |
| title_fullStr | Foundations of linear and generalized linear models Alan Agresti |
| title_full_unstemmed | Foundations of linear and generalized linear models Alan Agresti |
| title_short | Foundations of linear and generalized linear models |
| title_sort | foundations of linear and generalized linear models |
| topic | Mathematical analysis Foundations Linear models (Statistics) Lineares Modell (DE-588)4134827-8 gnd Verallgemeinertes lineares Modell (DE-588)4124382-1 gnd Statistisches Modell (DE-588)4121722-6 gnd Modellierung (DE-588)4170297-9 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Mathematical analysis Foundations Linear models (Statistics) Lineares Modell Verallgemeinertes lineares Modell Statistisches Modell Modellierung Statistik |
| work_keys_str_mv | AT agrestialan foundationsoflinearandgeneralizedlinearmodels |