The philosophy of quantitative methods:
The philosophy of quantitative methods undertakes a philosophical examination of a number of important quantitative research methods within the behavioral sciences in order to overcome the non-critical approaches typically provided by textbooks. These research methods are exploratory data analysis,...
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York, NY
Oxford University Press
[2018]
|
| Series: | Series in understanding statistics
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | The philosophy of quantitative methods undertakes a philosophical examination of a number of important quantitative research methods within the behavioral sciences in order to overcome the non-critical approaches typically provided by textbooks. These research methods are exploratory data analysis, statistical significance testing, Bayesian confirmation theory and statistics, meta-analysis, and exploratory factor analysis. Further readings are provided to extend the reader's overall understanding of these methods |
| Physical Description: | vii, 156 Seiten |
| ISBN: | 9780190222055 |
Staff View
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV044859557 | ||
| 003 | DE-604 | ||
| 005 | 20210325 | ||
| 007 | t | ||
| 008 | 180308s2018 |||| 00||| eng d | ||
| 020 | |a 9780190222055 |c paperback : £25.99 |9 978-0-19-022205-5 | ||
| 035 | |a (OCoLC)1023863125 | ||
| 035 | |a (DE-599)BVBBV044859557 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-29 |a DE-355 |a DE-188 |a DE-521 |a DE-19 | ||
| 084 | |a CC 3800 |0 (DE-625)17621: |2 rvk | ||
| 084 | |a CM 4000 |0 (DE-625)18951: |2 rvk | ||
| 084 | |a MR 2100 |0 (DE-625)123488: |2 rvk | ||
| 100 | 1 | |a Haig, Brian D. |d 1945- |e Verfasser |0 (DE-588)1064710751 |4 aut | |
| 245 | 1 | 0 | |a The philosophy of quantitative methods |c Brian D. Haig |
| 264 | 1 | |a New York, NY |b Oxford University Press |c [2018] | |
| 264 | 4 | |c © 2018 | |
| 300 | |a vii, 156 Seiten | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Series in understanding statistics | |
| 520 | 3 | |a The philosophy of quantitative methods undertakes a philosophical examination of a number of important quantitative research methods within the behavioral sciences in order to overcome the non-critical approaches typically provided by textbooks. These research methods are exploratory data analysis, statistical significance testing, Bayesian confirmation theory and statistics, meta-analysis, and exploratory factor analysis. Further readings are provided to extend the reader's overall understanding of these methods | |
| 650 | 0 | 7 | |a Statistik |0 (DE-588)4056995-0 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Philosophie |0 (DE-588)4045791-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Quantitative Methode |0 (DE-588)4232139-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Empirische Sozialforschung |0 (DE-588)4014606-6 |2 gnd |9 rswk-swf |
| 653 | 0 | |a Social sciences / Research / Statistical methods | |
| 653 | 0 | |a Social psychology / Research / Methodology | |
| 653 | 0 | |a Psychology / Research / Methodology | |
| 653 | 0 | |a Psychology / Research / Methodology | |
| 653 | 0 | |a Social psychology / Research / Methodology | |
| 653 | 0 | |a Social sciences / Research / Statistical methods | |
| 689 | 0 | 0 | |a Statistik |0 (DE-588)4056995-0 |D s |
| 689 | 0 | 1 | |a Philosophie |0 (DE-588)4045791-6 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a Empirische Sozialforschung |0 (DE-588)4014606-6 |D s |
| 689 | 1 | 1 | |a Quantitative Methode |0 (DE-588)4232139-6 |D s |
| 689 | 1 | 2 | |a Philosophie |0 (DE-588)4045791-6 |D s |
| 689 | 1 | |5 DE-604 | |
| 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=030254270&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-030254270 | ||
Record in the Search Index
| _version_ | 1804178382351499264 |
|---|---|
| adam_text | CONTENTS
Acknowledgments.........................................ix
CHAPTER 1 Introduction........................................... i
The Philosophy of Quantitative Methods...................2
Scientific Realism and Its Methodology...................3
Theories of Scientific Method............................6
Book Overview and Chapter Summary........................7
A Note for the Reader....................................9
References........................................ . 11
CHAPTER 2 Exploratory Data Analysis ..............................13
Introduction............................................13
What Is Exploratory Data Analysis? .....................15
Two Methods of Exploratory Data Analysis ..... 17
The Four Rs of Exploratory Data Analysis................18
Exploratory Data Analysis and Scientific Method . . .20
Exploratory Data Analysis After Tukey...................29
Resampling Methods......................................30
A Philosophy for Teaching Data Analysis ...... 35
Conclusion .............................................37
vi : CONTENTS
Further Reading........................................37
References.............................................38
CHAPTER 3 Tests of Statistical Significance.......................41
Introduction...........................................41
Null Hypothesis Significance Testing: Psychology’s
Textbook Hybrid......................................43
The Neo-Fisherian Perspective..........................46
The Error-Statistical Perspective ......... 49
What Should We Think About Tests of Significance? . . 55
Conclusion.............................................BO
Further Reading........................................60
References........................................... . 61
CHAPTER 4 Bayesianism.............................................65
Introduction . , ...................................65
Bayesianism in Psychology .......................... . 67
Bayesian Confirmation Theory...........................68
Bayesianism and the Hypothetico-Deductive Method . . 72
Bayesianism and Inference to the Best Explanation ... 73
Two Common Criticisms of Bayesianism ...... 75
What Should We Think About Bayesian
Confirmation Theory?..................................78
A Neo-Popperian Philosophy of Bayesian Statistics ... 80
Conclusion..............................................86
Further Reading....................................... 87
References........................................... . 88
CHAPTER 5 Meta-Analysis...........................................91
Introduction............................................91
Glass’s Rationale for Meta-Analysis.....................93
Meta-Analysis and Scientific Discovery ....... 101
Meta-Analysis and Phenomena Detection..................105
Meta-Analysis and Scientific Explanation ...... 106
Conclusion........................................... 110
Further Reading........................................Ill
References.............................................112
CONTENTS : vii
CHAPTER 6 Exploratory Factor Analysis...............................117
Introduction........................................... 117
Exploratory Factor Analysis and Scientific Inference . .119
The Principle of the Common Cause........................122
Methodological Challenges to Exploratory
Factor Analysis........................................128
Exploratory Factor Analysis and Other
Factor Analytic Methods................................135
Conclusion...............................................139
Further Reading..........................................140
References...............................................140
CHAPTER 7 Conclusion................................................143
Chief Lessons Learned.................................. 143
A Final Word.............................................148
Index....................................................149
|
| any_adam_object | 1 |
| author | Haig, Brian D. 1945- |
| author_GND | (DE-588)1064710751 |
| author_facet | Haig, Brian D. 1945- |
| author_role | aut |
| author_sort | Haig, Brian D. 1945- |
| author_variant | b d h bd bdh |
| building | Verbundindex |
| bvnumber | BV044859557 |
| classification_rvk | CC 3800 CM 4000 MR 2100 |
| ctrlnum | (OCoLC)1023863125 (DE-599)BVBBV044859557 |
| discipline | Soziologie Psychologie Philosophie |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02771nam a2200541 c 4500</leader><controlfield tag="001">BV044859557</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20210325 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">180308s2018 |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780190222055</subfield><subfield code="c">paperback : £25.99</subfield><subfield code="9">978-0-19-022205-5</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1023863125</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV044859557</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-29</subfield><subfield code="a">DE-355</subfield><subfield code="a">DE-188</subfield><subfield code="a">DE-521</subfield><subfield code="a">DE-19</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">CC 3800</subfield><subfield code="0">(DE-625)17621:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">CM 4000</subfield><subfield code="0">(DE-625)18951:</subfield><subfield code="2">rvk</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="100" ind1="1" ind2=" "><subfield code="a">Haig, Brian D.</subfield><subfield code="d">1945-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1064710751</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">The philosophy of quantitative methods</subfield><subfield code="c">Brian D. Haig</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">New York, NY</subfield><subfield code="b">Oxford University Press</subfield><subfield code="c">[2018]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2018</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">vii, 156 Seiten</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="0" ind2=" "><subfield code="a">Series in understanding statistics</subfield></datafield><datafield tag="520" ind1="3" ind2=" "><subfield code="a">The philosophy of quantitative methods undertakes a philosophical examination of a number of important quantitative research methods within the behavioral sciences in order to overcome the non-critical approaches typically provided by textbooks. These research methods are exploratory data analysis, statistical significance testing, Bayesian confirmation theory and statistics, meta-analysis, and exploratory factor analysis. Further readings are provided to extend the reader's overall understanding of these methods</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="650" ind1="0" ind2="7"><subfield code="a">Philosophie</subfield><subfield code="0">(DE-588)4045791-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Quantitative Methode</subfield><subfield code="0">(DE-588)4232139-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Empirische Sozialforschung</subfield><subfield code="0">(DE-588)4014606-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Social sciences / Research / Statistical methods</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Social psychology / Research / Methodology</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Psychology / Research / Methodology</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Psychology / Research / Methodology</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Social psychology / Research / Methodology</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Social sciences / Research / Statistical methods</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><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="1"><subfield code="a">Philosophie</subfield><subfield code="0">(DE-588)4045791-6</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">Empirische Sozialforschung</subfield><subfield code="0">(DE-588)4014606-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Quantitative Methode</subfield><subfield code="0">(DE-588)4232139-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="2"><subfield code="a">Philosophie</subfield><subfield code="0">(DE-588)4045791-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="5">DE-604</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=030254270&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:BVB01-030254270</subfield></datafield></record></collection> |
| id | DE-604.BV044859557 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:03:05Z |
| institution | BVB |
| isbn | 9780190222055 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030254270 |
| oclc_num | 1023863125 |
| open_access_boolean | |
| owner | DE-29 DE-355 DE-BY-UBR DE-188 DE-521 DE-19 DE-BY-UBM |
| owner_facet | DE-29 DE-355 DE-BY-UBR DE-188 DE-521 DE-19 DE-BY-UBM |
| physical | vii, 156 Seiten |
| publishDate | 2018 |
| publishDateSearch | 2018 |
| publishDateSort | 2018 |
| publisher | Oxford University Press |
| record_format | marc |
| series2 | Series in understanding statistics |
| spelling | Haig, Brian D. 1945- Verfasser (DE-588)1064710751 aut The philosophy of quantitative methods Brian D. Haig New York, NY Oxford University Press [2018] © 2018 vii, 156 Seiten txt rdacontent n rdamedia nc rdacarrier Series in understanding statistics The philosophy of quantitative methods undertakes a philosophical examination of a number of important quantitative research methods within the behavioral sciences in order to overcome the non-critical approaches typically provided by textbooks. These research methods are exploratory data analysis, statistical significance testing, Bayesian confirmation theory and statistics, meta-analysis, and exploratory factor analysis. Further readings are provided to extend the reader's overall understanding of these methods Statistik (DE-588)4056995-0 gnd rswk-swf Philosophie (DE-588)4045791-6 gnd rswk-swf Quantitative Methode (DE-588)4232139-6 gnd rswk-swf Empirische Sozialforschung (DE-588)4014606-6 gnd rswk-swf Social sciences / Research / Statistical methods Social psychology / Research / Methodology Psychology / Research / Methodology Statistik (DE-588)4056995-0 s Philosophie (DE-588)4045791-6 s DE-604 Empirische Sozialforschung (DE-588)4014606-6 s Quantitative Methode (DE-588)4232139-6 s 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=030254270&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Haig, Brian D. 1945- The philosophy of quantitative methods Statistik (DE-588)4056995-0 gnd Philosophie (DE-588)4045791-6 gnd Quantitative Methode (DE-588)4232139-6 gnd Empirische Sozialforschung (DE-588)4014606-6 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4045791-6 (DE-588)4232139-6 (DE-588)4014606-6 |
| title | The philosophy of quantitative methods |
| title_auth | The philosophy of quantitative methods |
| title_exact_search | The philosophy of quantitative methods |
| title_full | The philosophy of quantitative methods Brian D. Haig |
| title_fullStr | The philosophy of quantitative methods Brian D. Haig |
| title_full_unstemmed | The philosophy of quantitative methods Brian D. Haig |
| title_short | The philosophy of quantitative methods |
| title_sort | the philosophy of quantitative methods |
| topic | Statistik (DE-588)4056995-0 gnd Philosophie (DE-588)4045791-6 gnd Quantitative Methode (DE-588)4232139-6 gnd Empirische Sozialforschung (DE-588)4014606-6 gnd |
| topic_facet | Statistik Philosophie Quantitative Methode Empirische Sozialforschung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030254270&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT haigbriand thephilosophyofquantitativemethods |