Statistical models: theory and practice
This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exe...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2009
|
| Ausgabe: | Revised edition |
| Schlagworte: | |
| Online-Zugang: | DE-12 DE-521 DE-92 DE-703 Volltext |
| Zusammenfassung: | This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book. Freedman makes a thorough appraisal of the statistical methods in these papers and in a variety of other examples. He illustrates the principles of modelling, and the pitfalls. The discussion shows you how to think about the critical issues - including the connection (or lack of it) between the statistical models and the real phenomena. The book is written for advanced undergraduates and beginning graduate students in statistics, as well as students and professionals in the social and health sciences |
| Beschreibung: | Ausgabevermerk aus dem Vorwort. In den Anbieterangaben als "Second edition" bezeichnet. Online-Version erschienen: Juni 2012 |
| Beschreibung: | 1 Online-Ressource (xiv, 442 Seiten) Diagramme |
| ISBN: | 9780511815867 9780511601521 |
| DOI: | 10.1017/CBO9780511815867 |
Internformat
MARC
| LEADER | 00000nam a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV043943779 | ||
| 003 | DE-604 | ||
| 005 | 20200728 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 161206s2009 xx |||| o|||| 00||| eng d | ||
| 020 | |a 9780511815867 |c Online |9 978-0-511-81586-7 | ||
| 020 | |a 9780511601521 |c eBook (Adobe Reader) |9 978-0-511-60152-1 | ||
| 024 | 7 | |a 10.1017/CBO9780511815867 |2 doi | |
| 035 | |a (ZDB-20-CBO)CR9780511815867 | ||
| 035 | |a (OCoLC)1190690190 | ||
| 035 | |a (DE-599)BVBBV043943779 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-12 |a DE-703 |a DE-92 |a DE-521 | ||
| 082 | 0 | |a 519.5 |2 22 | |
| 084 | |a SK 840 |0 (DE-625)143261: |2 rvk | ||
| 100 | 1 | |a Freedman, David |d 1938-2008 |e Verfasser |0 (DE-588)132210819 |4 aut | |
| 245 | 1 | 0 | |a Statistical models |b theory and practice |c David A. Freedman |
| 250 | |a Revised edition | ||
| 264 | 1 | |a Cambridge |b Cambridge University Press |c 2009 | |
| 300 | |a 1 Online-Ressource (xiv, 442 Seiten) |b Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 500 | |a Ausgabevermerk aus dem Vorwort. In den Anbieterangaben als "Second edition" bezeichnet. | ||
| 500 | |a Online-Version erschienen: Juni 2012 | ||
| 505 | 8 | |a Observed studies and experiments -- The regression line -- Matrix algebra -- Multiple regression -- Multiple regression: Special topics -- Path models -- Maximum likelihood -- The bootstrap -- Simultaneous equations -- Issues in statistical modeling | |
| 520 | |a This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book. Freedman makes a thorough appraisal of the statistical methods in these papers and in a variety of other examples. He illustrates the principles of modelling, and the pitfalls. The discussion shows you how to think about the critical issues - including the connection (or lack of it) between the statistical models and the real phenomena. The book is written for advanced undergraduates and beginning graduate students in statistics, as well as students and professionals in the social and health sciences | ||
| 650 | 4 | |a Linear models (Statistics) | |
| 650 | 4 | |a Bootstrap (Statistics) | |
| 650 | 4 | |a Mathematical statistics | |
| 650 | 0 | 7 | |a Regressionsanalyse |0 (DE-588)4129903-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Statistisches Modell |0 (DE-588)4121722-6 |2 gnd |9 rswk-swf |
| 655 | 7 | |8 1\p |0 (DE-588)4123623-3 |a Lehrbuch |2 gnd-content | |
| 689 | 0 | 0 | |a Statistisches Modell |0 (DE-588)4121722-6 |D s |
| 689 | 0 | 1 | |a Regressionsanalyse |0 (DE-588)4129903-6 |D s |
| 689 | 0 | |8 2\p |5 DE-604 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe, Hardcover |z 978-0-521-11243-7 |w (DE-604)BV035746469 |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe, Paperback |z 978-0-521-74385-3 |w (DE-604)BV035746469 |
| 856 | 4 | 0 | |u https://doi.org/10.1017/CBO9780511815867 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 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-20-CBO | ||
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-029352750 | |
| 966 | e | |u https://doi.org/10.1017/CBO9780511815867 |l DE-12 |p ZDB-20-CBO |q BSB_PDA_CBO |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1017/CBO9780511815867 |l DE-521 |p ZDB-20-CBO |q EUV_EK_CAM |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1017/CBO9780511815867 |l DE-92 |p ZDB-20-CBO |q FHN_PDA_CBO |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1017/CBO9780511815867 |l DE-703 |p ZDB-20-CBO |q UBT_PDA_CBO_Kauf |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1817681166450294784 |
|---|---|
| adam_text | |
| any_adam_object | |
| author | Freedman, David 1938-2008 |
| author_GND | (DE-588)132210819 |
| author_facet | Freedman, David 1938-2008 |
| author_role | aut |
| author_sort | Freedman, David 1938-2008 |
| author_variant | d f df |
| building | Verbundindex |
| bvnumber | BV043943779 |
| classification_rvk | SK 840 |
| collection | ZDB-20-CBO |
| contents | Observed studies and experiments -- The regression line -- Matrix algebra -- Multiple regression -- Multiple regression: Special topics -- Path models -- Maximum likelihood -- The bootstrap -- Simultaneous equations -- Issues in statistical modeling |
| ctrlnum | (ZDB-20-CBO)CR9780511815867 (OCoLC)1190690190 (DE-599)BVBBV043943779 |
| 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 |
| doi_str_mv | 10.1017/CBO9780511815867 |
| edition | Revised edition |
| 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">BV043943779</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20200728</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">161206s2009 xx |||| o|||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780511815867</subfield><subfield code="c">Online</subfield><subfield code="9">978-0-511-81586-7</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780511601521</subfield><subfield code="c">eBook (Adobe Reader)</subfield><subfield code="9">978-0-511-60152-1</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1017/CBO9780511815867</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-20-CBO)CR9780511815867</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1190690190</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV043943779</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="049" ind1=" " ind2=" "><subfield code="a">DE-12</subfield><subfield code="a">DE-703</subfield><subfield code="a">DE-92</subfield><subfield code="a">DE-521</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.5</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="100" ind1="1" ind2=" "><subfield code="a">Freedman, David</subfield><subfield code="d">1938-2008</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)132210819</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Statistical models</subfield><subfield code="b">theory and practice</subfield><subfield code="c">David A. Freedman</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">Revised edition</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cambridge</subfield><subfield code="b">Cambridge University Press</subfield><subfield code="c">2009</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xiv, 442 Seiten)</subfield><subfield code="b">Diagramme</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="500" ind1=" " ind2=" "><subfield code="a">Ausgabevermerk aus dem Vorwort. In den Anbieterangaben als "Second edition" bezeichnet.</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Online-Version erschienen: Juni 2012</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Observed studies and experiments -- The regression line -- Matrix algebra -- Multiple regression -- Multiple regression: Special topics -- Path models -- Maximum likelihood -- The bootstrap -- Simultaneous equations -- Issues in statistical modeling</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book. Freedman makes a thorough appraisal of the statistical methods in these papers and in a variety of other examples. He illustrates the principles of modelling, and the pitfalls. The discussion shows you how to think about the critical issues - including the connection (or lack of it) between the statistical models and the real phenomena. The book is written for advanced undergraduates and beginning graduate students in statistics, as well as students and professionals in the social and health sciences</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Linear models (Statistics)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Bootstrap (Statistics)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematical statistics</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">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="655" ind1=" " ind2="7"><subfield code="8">1\p</subfield><subfield code="0">(DE-588)4123623-3</subfield><subfield code="a">Lehrbuch</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" 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="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=" "><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, Hardcover</subfield><subfield code="z">978-0-521-11243-7</subfield><subfield code="w">(DE-604)BV035746469</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe, Paperback</subfield><subfield code="z">978-0-521-74385-3</subfield><subfield code="w">(DE-604)BV035746469</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1017/CBO9780511815867</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</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-20-CBO</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-029352750</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1017/CBO9780511815867</subfield><subfield code="l">DE-12</subfield><subfield code="p">ZDB-20-CBO</subfield><subfield code="q">BSB_PDA_CBO</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1017/CBO9780511815867</subfield><subfield code="l">DE-521</subfield><subfield code="p">ZDB-20-CBO</subfield><subfield code="q">EUV_EK_CAM</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1017/CBO9780511815867</subfield><subfield code="l">DE-92</subfield><subfield code="p">ZDB-20-CBO</subfield><subfield code="q">FHN_PDA_CBO</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1017/CBO9780511815867</subfield><subfield code="l">DE-703</subfield><subfield code="p">ZDB-20-CBO</subfield><subfield code="q">UBT_PDA_CBO_Kauf</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| genre | 1\p (DE-588)4123623-3 Lehrbuch gnd-content |
| genre_facet | Lehrbuch |
| id | DE-604.BV043943779 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-06T09:04:03Z |
| institution | BVB |
| isbn | 9780511815867 9780511601521 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029352750 |
| oclc_num | 1190690190 |
| open_access_boolean | |
| owner | DE-12 DE-703 DE-92 DE-521 |
| owner_facet | DE-12 DE-703 DE-92 DE-521 |
| physical | 1 Online-Ressource (xiv, 442 Seiten) Diagramme |
| psigel | ZDB-20-CBO ZDB-20-CBO BSB_PDA_CBO ZDB-20-CBO EUV_EK_CAM ZDB-20-CBO FHN_PDA_CBO ZDB-20-CBO UBT_PDA_CBO_Kauf |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | Cambridge University Press |
| record_format | marc |
| spelling | Freedman, David 1938-2008 Verfasser (DE-588)132210819 aut Statistical models theory and practice David A. Freedman Revised edition Cambridge Cambridge University Press 2009 1 Online-Ressource (xiv, 442 Seiten) Diagramme txt rdacontent c rdamedia cr rdacarrier Ausgabevermerk aus dem Vorwort. In den Anbieterangaben als "Second edition" bezeichnet. Online-Version erschienen: Juni 2012 Observed studies and experiments -- The regression line -- Matrix algebra -- Multiple regression -- Multiple regression: Special topics -- Path models -- Maximum likelihood -- The bootstrap -- Simultaneous equations -- Issues in statistical modeling This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book. Freedman makes a thorough appraisal of the statistical methods in these papers and in a variety of other examples. He illustrates the principles of modelling, and the pitfalls. The discussion shows you how to think about the critical issues - including the connection (or lack of it) between the statistical models and the real phenomena. The book is written for advanced undergraduates and beginning graduate students in statistics, as well as students and professionals in the social and health sciences Linear models (Statistics) Bootstrap (Statistics) Mathematical statistics Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Statistisches Modell (DE-588)4121722-6 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Statistisches Modell (DE-588)4121722-6 s Regressionsanalyse (DE-588)4129903-6 s 2\p DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-521-11243-7 (DE-604)BV035746469 Erscheint auch als Druck-Ausgabe, Paperback 978-0-521-74385-3 (DE-604)BV035746469 https://doi.org/10.1017/CBO9780511815867 Verlag URL des Erstveröffentlichers Volltext 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 | Freedman, David 1938-2008 Statistical models theory and practice Observed studies and experiments -- The regression line -- Matrix algebra -- Multiple regression -- Multiple regression: Special topics -- Path models -- Maximum likelihood -- The bootstrap -- Simultaneous equations -- Issues in statistical modeling Linear models (Statistics) Bootstrap (Statistics) Mathematical statistics Regressionsanalyse (DE-588)4129903-6 gnd Statistisches Modell (DE-588)4121722-6 gnd |
| subject_GND | (DE-588)4129903-6 (DE-588)4121722-6 (DE-588)4123623-3 |
| title | Statistical models theory and practice |
| title_auth | Statistical models theory and practice |
| title_exact_search | Statistical models theory and practice |
| title_full | Statistical models theory and practice David A. Freedman |
| title_fullStr | Statistical models theory and practice David A. Freedman |
| title_full_unstemmed | Statistical models theory and practice David A. Freedman |
| title_short | Statistical models |
| title_sort | statistical models theory and practice |
| title_sub | theory and practice |
| topic | Linear models (Statistics) Bootstrap (Statistics) Mathematical statistics Regressionsanalyse (DE-588)4129903-6 gnd Statistisches Modell (DE-588)4121722-6 gnd |
| topic_facet | Linear models (Statistics) Bootstrap (Statistics) Mathematical statistics Regressionsanalyse Statistisches Modell Lehrbuch |
| url | https://doi.org/10.1017/CBO9780511815867 |
| work_keys_str_mv | AT freedmandavid statisticalmodelstheoryandpractice |