Understanding regression analysis: an introductory guide
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne
Sage
[2017]
|
| Ausgabe: | Second edition |
| Schriftenreihe: | Quantitative applications in the social sciences
57 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references (pages 98-99) and index |
| Beschreibung: | xv, 104 Seiten Diagramme 22 cm |
| ISBN: | 9781506332888 1506332889 |
Internformat
MARC
| LEADER | 00000nam a2200000 cb4500 | ||
|---|---|---|---|
| 001 | BV044037285 | ||
| 003 | DE-604 | ||
| 005 | 20180410 | ||
| 007 | t | ||
| 008 | 170210s2017 |||| |||| 00||| eng d | ||
| 020 | |a 9781506332888 |c pbk |9 978-1-5063-3288-8 | ||
| 020 | |a 1506332889 |9 1-5063-3288-9 | ||
| 035 | |a (OCoLC)974518020 | ||
| 035 | |a (DE-599)GBV879373784 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-83 |a DE-473 |a DE-355 |a DE-703 |a DE-29T |a DE-20 |a DE-N2 | ||
| 050 | 0 | |a HA31.3 | |
| 084 | |a MR 2100 |0 (DE-625)123488: |2 rvk | ||
| 084 | |a MR 2200 |0 (DE-625)123489: |2 rvk | ||
| 084 | |a 62J02 |2 msc | ||
| 100 | 1 | |a Schroeder, Larry D. |e Verfasser |0 (DE-588)170211444 |4 aut | |
| 245 | 1 | 0 | |a Understanding regression analysis |b an introductory guide |c Larry D. Schroeder (Syracuse University), David L. Sjoquist (Georgia State University), Paula E. Stephan (Georgia State University) |
| 250 | |a Second edition | ||
| 264 | 1 | |a Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne |b Sage |c [2017] | |
| 264 | 4 | |c © 2017 | |
| 300 | |a xv, 104 Seiten |b Diagramme |c 22 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Quantitative applications in the social sciences |v 57 | |
| 500 | |a Includes bibliographical references (pages 98-99) and index | ||
| 650 | 4 | |a Regression analysis | |
| 650 | 0 | 7 | |a Regressionsanalyse |0 (DE-588)4129903-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Soziologie |0 (DE-588)4077624-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Sozialwissenschaften |0 (DE-588)4055916-6 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Regressionsanalyse |0 (DE-588)4129903-6 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a Regressionsanalyse |0 (DE-588)4129903-6 |D s |
| 689 | 1 | 1 | |a Sozialwissenschaften |0 (DE-588)4055916-6 |D s |
| 689 | 1 | |5 DE-604 | |
| 689 | 2 | 0 | |a Regressionsanalyse |0 (DE-588)4129903-6 |D s |
| 689 | 2 | 1 | |a Soziologie |0 (DE-588)4077624-4 |D s |
| 689 | 2 | |5 DE-604 | |
| 700 | 1 | |a Sjoquist, David L. |d 1942- |e Verfasser |0 (DE-588)140052011 |4 aut | |
| 700 | 1 | |a Stephan, Paula E. |d 1945- |e Verfasser |0 (DE-588)114716765 |4 aut | |
| 830 | 0 | |a Quantitative applications in the social sciences |v 57 |w (DE-604)BV000005102 |9 57 | |
| 856 | 4 | 2 | |m Digitalisierung UB Regensburg - ADAM Catalogue Enrichment |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029444393&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-029444393 | ||
Datensatz im Suchindex
| _version_ | 1804177045028077568 |
|---|---|
| adam_text | CONTENTS
Series Editor’s Introduction ix
Preface xi
Acknowledgments xiii
About the Authors xv
1. Linear Regression 1
Introduction 1
Hypothesized Relationships 2
A Numerical Example 3
Estimating a Linear Relationship 8
Least Squares Regression 10
Examples 13
The Linear Correlation Coefficient 15
The Coefficient of Determination 17
Regression and Correlation 20
Summary 20
2. Multiple Linear Regression 21
Introduction 21
Estimating Regression Coefficients 21
Standardized Coefficients 23
Associated Statistics 25
Examples 26
Summary 29
3. Hypothesis Testing 31
Introduction 31
Concepts Underlying Hypothesis Testing 32
The Standard Error of the Regression Coefficient 36
The Student’s t Distribution 39
Left-Tail Tests 44
Two-Tail Tests 46
Confidence Intervals 47
F Statistic 49
What Tests of Significance Can and Cannot Do 51
Summary 52
4. Extensions to the Multiple Regression Model 53
Introduction 53
Types of Data 5 3
Dummy Variables 55
Interaction Variables 58
Transformations 61
Prediction 63
Examples 64
Summary 68
5, Problems and Issues Associated With Regression 69
Introduction 69
Specification of the Model 70
Variables Used in Regression Equations
and Measurement of Variables 73
Violations of Assumptions Regarding Residual Errors 75
Additional Topics 78
Conclusions 84
Appendix A: Derivation of a and b 85
Appendix B: Critical Values for Student’s t Distribution 87
Appendix C: Regression Output From
SAS, Stata, SPSS, R, and EXCEL 89
Appendix D: Suggested Textbooks 96
References 98
Index 100
|
| any_adam_object | 1 |
| author | Schroeder, Larry D. Sjoquist, David L. 1942- Stephan, Paula E. 1945- |
| author_GND | (DE-588)170211444 (DE-588)140052011 (DE-588)114716765 |
| author_facet | Schroeder, Larry D. Sjoquist, David L. 1942- Stephan, Paula E. 1945- |
| author_role | aut aut aut |
| author_sort | Schroeder, Larry D. |
| author_variant | l d s ld lds d l s dl dls p e s pe pes |
| building | Verbundindex |
| bvnumber | BV044037285 |
| 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 | MR 2100 MR 2200 |
| ctrlnum | (OCoLC)974518020 (DE-599)GBV879373784 |
| discipline | Soziologie |
| edition | Second edition |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02484nam a2200553 cb4500</leader><controlfield tag="001">BV044037285</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20180410 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">170210s2017 |||| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781506332888</subfield><subfield code="c">pbk</subfield><subfield code="9">978-1-5063-3288-8</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1506332889</subfield><subfield code="9">1-5063-3288-9</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)974518020</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)GBV879373784</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-83</subfield><subfield code="a">DE-473</subfield><subfield code="a">DE-355</subfield><subfield code="a">DE-703</subfield><subfield code="a">DE-29T</subfield><subfield code="a">DE-20</subfield><subfield code="a">DE-N2</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">HA31.3</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MR 2100</subfield><subfield code="0">(DE-625)123488:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MR 2200</subfield><subfield code="0">(DE-625)123489:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">62J02</subfield><subfield code="2">msc</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Schroeder, Larry D.</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)170211444</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Understanding regression analysis</subfield><subfield code="b">an introductory guide</subfield><subfield code="c">Larry D. Schroeder (Syracuse University), David L. Sjoquist (Georgia State University), Paula E. Stephan (Georgia State University)</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">Second edition</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne</subfield><subfield code="b">Sage</subfield><subfield code="c">[2017]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2017</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">xv, 104 Seiten</subfield><subfield code="b">Diagramme</subfield><subfield code="c">22 cm</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="490" ind1="1" ind2=" "><subfield code="a">Quantitative applications in the social sciences</subfield><subfield code="v">57</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references (pages 98-99) and index</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Regression analysis</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">Soziologie</subfield><subfield code="0">(DE-588)4077624-4</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="689" ind1="0" ind2="0"><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="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Regressionsanalyse</subfield><subfield code="0">(DE-588)4129903-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Sozialwissenschaften</subfield><subfield code="0">(DE-588)4055916-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="2" ind2="0"><subfield code="a">Regressionsanalyse</subfield><subfield code="0">(DE-588)4129903-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="2" ind2="1"><subfield code="a">Soziologie</subfield><subfield code="0">(DE-588)4077624-4</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="2" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Sjoquist, David L.</subfield><subfield code="d">1942-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)140052011</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Stephan, Paula E.</subfield><subfield code="d">1945-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)114716765</subfield><subfield code="4">aut</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Quantitative applications in the social sciences</subfield><subfield code="v">57</subfield><subfield code="w">(DE-604)BV000005102</subfield><subfield code="9">57</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Regensburg - ADAM Catalogue Enrichment</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=029444393&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:BVB01-029444393</subfield></datafield></record></collection> |
| id | DE-604.BV044037285 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:41:50Z |
| institution | BVB |
| isbn | 9781506332888 1506332889 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029444393 |
| oclc_num | 974518020 |
| open_access_boolean | |
| owner | DE-83 DE-473 DE-BY-UBG DE-355 DE-BY-UBR DE-703 DE-29T DE-20 DE-N2 |
| owner_facet | DE-83 DE-473 DE-BY-UBG DE-355 DE-BY-UBR DE-703 DE-29T DE-20 DE-N2 |
| physical | xv, 104 Seiten Diagramme 22 cm |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Sage |
| record_format | marc |
| series | Quantitative applications in the social sciences |
| series2 | Quantitative applications in the social sciences |
| spelling | Schroeder, Larry D. Verfasser (DE-588)170211444 aut Understanding regression analysis an introductory guide Larry D. Schroeder (Syracuse University), David L. Sjoquist (Georgia State University), Paula E. Stephan (Georgia State University) Second edition Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne Sage [2017] © 2017 xv, 104 Seiten Diagramme 22 cm txt rdacontent n rdamedia nc rdacarrier Quantitative applications in the social sciences 57 Includes bibliographical references (pages 98-99) and index Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Soziologie (DE-588)4077624-4 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 s DE-604 Sozialwissenschaften (DE-588)4055916-6 s Soziologie (DE-588)4077624-4 s Sjoquist, David L. 1942- Verfasser (DE-588)140052011 aut Stephan, Paula E. 1945- Verfasser (DE-588)114716765 aut Quantitative applications in the social sciences 57 (DE-604)BV000005102 57 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029444393&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Schroeder, Larry D. Sjoquist, David L. 1942- Stephan, Paula E. 1945- Understanding regression analysis an introductory guide Quantitative applications in the social sciences Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd Soziologie (DE-588)4077624-4 gnd Sozialwissenschaften (DE-588)4055916-6 gnd |
| subject_GND | (DE-588)4129903-6 (DE-588)4077624-4 (DE-588)4055916-6 |
| title | Understanding regression analysis an introductory guide |
| title_auth | Understanding regression analysis an introductory guide |
| title_exact_search | Understanding regression analysis an introductory guide |
| title_full | Understanding regression analysis an introductory guide Larry D. Schroeder (Syracuse University), David L. Sjoquist (Georgia State University), Paula E. Stephan (Georgia State University) |
| title_fullStr | Understanding regression analysis an introductory guide Larry D. Schroeder (Syracuse University), David L. Sjoquist (Georgia State University), Paula E. Stephan (Georgia State University) |
| title_full_unstemmed | Understanding regression analysis an introductory guide Larry D. Schroeder (Syracuse University), David L. Sjoquist (Georgia State University), Paula E. Stephan (Georgia State University) |
| title_short | Understanding regression analysis |
| title_sort | understanding regression analysis an introductory guide |
| title_sub | an introductory guide |
| topic | Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd Soziologie (DE-588)4077624-4 gnd Sozialwissenschaften (DE-588)4055916-6 gnd |
| topic_facet | Regression analysis Regressionsanalyse Soziologie Sozialwissenschaften |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029444393&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000005102 |
| work_keys_str_mv | AT schroederlarryd understandingregressionanalysisanintroductoryguide AT sjoquistdavidl understandingregressionanalysisanintroductoryguide AT stephanpaulae understandingregressionanalysisanintroductoryguide |