Modern regression techniques using R: a practical guide for students and researchers
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles, Calif. [u.a.]
Sage
2009
|
| Ausgabe: | 1. publ. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | VIII, 204 S. Ill., graph. Darst. |
| ISBN: | 9781847879035 9781847879028 1847879020 1847879039 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV035583511 | ||
| 003 | DE-604 | ||
| 005 | 20111118 | ||
| 007 | t | ||
| 008 | 090625s2009 ad|| |||| 00||| eng d | ||
| 015 | |a GBA8C9331 |2 dnb | ||
| 020 | |a 9781847879035 |c pbk |9 978-1-84787-903-5 | ||
| 020 | |a 9781847879028 |c hbk |9 978-1-84787-902-8 | ||
| 020 | |a 1847879020 |c hbk |9 1-8478-7902-0 | ||
| 020 | |a 1847879039 |c pbk |9 1-8478-7903-9 | ||
| 035 | |a (OCoLC)228363123 | ||
| 035 | |a (DE-599)HBZHT015698376 | ||
| 040 | |a DE-604 |b ger |e rakwb | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-473 |a DE-M382 |a DE-824 | ||
| 050 | 0 | |a HA31.3 | |
| 082 | 0 | |a 300.1519536 |2 22 | |
| 084 | |a SK 840 |0 (DE-625)143261: |2 rvk | ||
| 084 | |a ST 250 |0 (DE-625)143626: |2 rvk | ||
| 100 | 1 | |a Wright, Daniel B. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Modern regression techniques using R |b a practical guide for students and researchers |c Daniel B. Wright and Kamala London |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a Los Angeles, Calif. [u.a.] |b Sage |c 2009 | |
| 300 | |a VIII, 204 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 7 | |a Analyse des données - Logiciels |2 ram | |
| 650 | 7 | |a Régression |2 ram | |
| 650 | 7 | |a Statistiques sociales |2 ram | |
| 650 | 4 | |a Sozialwissenschaften | |
| 650 | 4 | |a Free computer software | |
| 650 | 4 | |a Regression analysis | |
| 650 | 4 | |a Social sciences |x Statistical methods | |
| 650 | 0 | 7 | |a Regressionsanalyse |0 (DE-588)4129903-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Sozialwissenschaften |0 (DE-588)4055916-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a R |g Programm |0 (DE-588)4705956-4 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Sozialwissenschaften |0 (DE-588)4055916-6 |D s |
| 689 | 0 | 1 | |a Regressionsanalyse |0 (DE-588)4129903-6 |D s |
| 689 | 0 | 2 | |a R |g Programm |0 (DE-588)4705956-4 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a London, Kamala |e Verfasser |4 aut | |
| 856 | 4 | 2 | |m Digitalisierung UB Bamberg |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017638877&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-017638877 | ||
Datensatz im Suchindex
| _version_ | 1804139242772758528 |
|---|---|
| adam_text | Contents
Preface
vii
1
Very brief introduction to
R
1
2
The basic regression
16
3
ANO
VA as
regression
29
4
ANCOVA: Lord s paradox and mediation analysis
48
5
Model selection and shrinkage
65
6
Generalized linear models (GLMs)
92
7
Regression splines and generalized additive models (GAMs)
112
8
Multilevel models
138
9
Robust regression
162
10
Conclusion
-
make your data cool
185
Glossary of
R
functions used in this book
190
References
196
Index
202
|
| any_adam_object | 1 |
| author | Wright, Daniel B. London, Kamala |
| author_facet | Wright, Daniel B. London, Kamala |
| author_role | aut aut |
| author_sort | Wright, Daniel B. |
| author_variant | d b w db dbw k l kl |
| building | Verbundindex |
| bvnumber | BV035583511 |
| callnumber-first | H - Social Science |
| callnumber-label | HA31 |
| callnumber-raw | HA31.3 |
| callnumber-search | HA31.3 |
| callnumber-sort | HA 231.3 |
| callnumber-subject | HA - Statistics |
| classification_rvk | SK 840 ST 250 |
| ctrlnum | (OCoLC)228363123 (DE-599)HBZHT015698376 |
| dewey-full | 300.1519536 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 300 - Social sciences |
| dewey-raw | 300.1519536 |
| dewey-search | 300.1519536 |
| dewey-sort | 3300.1519536 |
| dewey-tens | 300 - Social sciences |
| discipline | Informatik Soziologie Mathematik |
| edition | 1. publ. |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02157nam a2200553 c 4500</leader><controlfield tag="001">BV035583511</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20111118 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">090625s2009 ad|| |||| 00||| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">GBA8C9331</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781847879035</subfield><subfield code="c">pbk</subfield><subfield code="9">978-1-84787-903-5</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781847879028</subfield><subfield code="c">hbk</subfield><subfield code="9">978-1-84787-902-8</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1847879020</subfield><subfield code="c">hbk</subfield><subfield code="9">1-8478-7902-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1847879039</subfield><subfield code="c">pbk</subfield><subfield code="9">1-8478-7903-9</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)228363123</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)HBZHT015698376</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakwb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-473</subfield><subfield code="a">DE-M382</subfield><subfield code="a">DE-824</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">HA31.3</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">300.1519536</subfield><subfield code="2">22</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SK 840</subfield><subfield code="0">(DE-625)143261:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 250</subfield><subfield code="0">(DE-625)143626:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Wright, Daniel B.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Modern regression techniques using R</subfield><subfield code="b">a practical guide for students and researchers</subfield><subfield code="c">Daniel B. Wright and Kamala London</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">1. publ.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Los Angeles, Calif. [u.a.]</subfield><subfield code="b">Sage</subfield><subfield code="c">2009</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">VIII, 204 S.</subfield><subfield code="b">Ill., graph. Darst.</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="650" ind1=" " ind2="7"><subfield code="a">Analyse des données - Logiciels</subfield><subfield code="2">ram</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Régression</subfield><subfield code="2">ram</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Statistiques sociales</subfield><subfield code="2">ram</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Sozialwissenschaften</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Free computer software</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Regression analysis</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Social sciences</subfield><subfield code="x">Statistical methods</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Regressionsanalyse</subfield><subfield code="0">(DE-588)4129903-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Sozialwissenschaften</subfield><subfield code="0">(DE-588)4055916-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">R</subfield><subfield code="g">Programm</subfield><subfield code="0">(DE-588)4705956-4</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Sozialwissenschaften</subfield><subfield code="0">(DE-588)4055916-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Regressionsanalyse</subfield><subfield code="0">(DE-588)4129903-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">R</subfield><subfield code="g">Programm</subfield><subfield code="0">(DE-588)4705956-4</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">London, Kamala</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Bamberg</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=017638877&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-017638877</subfield></datafield></record></collection> |
| id | DE-604.BV035583511 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T21:40:59Z |
| institution | BVB |
| isbn | 9781847879035 9781847879028 1847879020 1847879039 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-017638877 |
| oclc_num | 228363123 |
| open_access_boolean | |
| owner | DE-473 DE-BY-UBG DE-M382 DE-824 |
| owner_facet | DE-473 DE-BY-UBG DE-M382 DE-824 |
| physical | VIII, 204 S. Ill., graph. Darst. |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | Sage |
| record_format | marc |
| spelling | Wright, Daniel B. Verfasser aut Modern regression techniques using R a practical guide for students and researchers Daniel B. Wright and Kamala London 1. publ. Los Angeles, Calif. [u.a.] Sage 2009 VIII, 204 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Analyse des données - Logiciels ram Régression ram Statistiques sociales ram Sozialwissenschaften Free computer software Regression analysis Social sciences Statistical methods Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 s Regressionsanalyse (DE-588)4129903-6 s R Programm (DE-588)4705956-4 s DE-604 London, Kamala Verfasser aut Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017638877&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Wright, Daniel B. London, Kamala Modern regression techniques using R a practical guide for students and researchers Analyse des données - Logiciels ram Régression ram Statistiques sociales ram Sozialwissenschaften Free computer software Regression analysis Social sciences Statistical methods Regressionsanalyse (DE-588)4129903-6 gnd Sozialwissenschaften (DE-588)4055916-6 gnd R Programm (DE-588)4705956-4 gnd |
| subject_GND | (DE-588)4129903-6 (DE-588)4055916-6 (DE-588)4705956-4 |
| title | Modern regression techniques using R a practical guide for students and researchers |
| title_auth | Modern regression techniques using R a practical guide for students and researchers |
| title_exact_search | Modern regression techniques using R a practical guide for students and researchers |
| title_full | Modern regression techniques using R a practical guide for students and researchers Daniel B. Wright and Kamala London |
| title_fullStr | Modern regression techniques using R a practical guide for students and researchers Daniel B. Wright and Kamala London |
| title_full_unstemmed | Modern regression techniques using R a practical guide for students and researchers Daniel B. Wright and Kamala London |
| title_short | Modern regression techniques using R |
| title_sort | modern regression techniques using r a practical guide for students and researchers |
| title_sub | a practical guide for students and researchers |
| topic | Analyse des données - Logiciels ram Régression ram Statistiques sociales ram Sozialwissenschaften Free computer software Regression analysis Social sciences Statistical methods Regressionsanalyse (DE-588)4129903-6 gnd Sozialwissenschaften (DE-588)4055916-6 gnd R Programm (DE-588)4705956-4 gnd |
| topic_facet | Analyse des données - Logiciels Régression Statistiques sociales Sozialwissenschaften Free computer software Regression analysis Social sciences Statistical methods Regressionsanalyse R Programm |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017638877&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT wrightdanielb modernregressiontechniquesusingrapracticalguideforstudentsandresearchers AT londonkamala modernregressiontechniquesusingrapracticalguideforstudentsandresearchers |