Beyond significance testing: statistics reform in the behavioral sciences
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Washington, DC
American Psychological Association
2013
|
| Edition: | 2. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Klappentext |
| Item Description: | "Second edition"--Introduction. -- Rev ed. of: Beyond significance testing : reforming data analysis methods in behavioral research. c2004. Includes bibliographical references and index |
| Physical Description: | XI, 349 S. graph. Darst. |
| ISBN: | 9781433812781 1433812789 |
Staff View
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| 245 | 1 | 0 | |a Beyond significance testing |b statistics reform in the behavioral sciences |c Rex B. Kline |
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Record in the Search Index
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| adam_text | CONTENTS
Acknowledgments
...................................................................................... xi
Introduction
.................................................................................................
З
I. Fundamental Concepts
......................................................................... 7
Chapter
1.
Changing Times
............................................................... 9
Chapter
2.
Sampling and Estimation
............................................... 29
Chapter
3.
Logic and Illogic of Significance Testing
....................... 67
Chapter
4-
Cognitive Distortions in Significance Testing
............... 95
II. Effect Size Estimation in Comparative Studies
............................. 121
Chapter
5.
Continuous Outcomes
................................................. 123
Chapter
6.
Categorical Outcomes
.................................................. 163
Chapter
7.
Single-Factor Designs
................................................... 189
Chapter
8.
Multifactor Designs
...................................................... 221
III.
Alternatives
to Significance Testing
............................................. 263
Chapter
9.
Replication and Meta-Analysis
.................................... 265
Chapter
10.
Bayesian Estimation and Best Practices Summary
....... 289
References
................................................................................................ 313
Index
........................................................................................................ 335
About the Author
.................................................................................... 349
CONTENTS
In this authoritative book, Kline reviews the controversy about significance testing, which af-
fects the reporting of research in disciplines as diverse as psychology, ecology, commerce,
education, and biology7. Many individuals who lack a strong quantitative background may
have difficult)’ understanding outcomes of statistical tests, and the emphasis on statistical signif-
icance in the reporting of results is declining. Increasingly, researchers are expected to describe
the magnitudes and precisions of their findings and also their practical, theoretical, or clinical
significance.
New to this edition is coverage of robust statistical methods for parameter estimation,
effect size estimation, and interv al estimation. A new chapter covers the logic and illogic of
significance testing. Basics of bootstrapping and Bayesian estimation are also considered.
Research examples from substance abuse, education, learning, and other areas illustrate how
to apply these methods.
A compendium website (http://forms.apa.org/books/supp/kline) promotes learning by
providing chapter exercises and sample answers, downloadable raw data files for many
research examples, and links to other useful websites.
|
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| isbn | 9781433812781 1433812789 |
| language | English |
| lccn | 2012035086 |
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| spelling | Kline, Rex B. Verfasser (DE-588)1026732069 aut Beyond significance testing statistics reform in the behavioral sciences Rex B. Kline 2. ed. Washington, DC American Psychological Association 2013 XI, 349 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier "Second edition"--Introduction. -- Rev ed. of: Beyond significance testing : reforming data analysis methods in behavioral research. c2004. Includes bibliographical references and index Psychometrics Psychometrie (DE-588)4176236-8 gnd rswk-swf Signifikanztest (DE-588)4054949-5 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Verhaltenswissenschaften (DE-588)4133253-2 gnd rswk-swf Datenanalyse (DE-588)4123037-1 s Signifikanztest (DE-588)4054949-5 s Verhaltenswissenschaften (DE-588)4133253-2 s DE-604 Psychometrie (DE-588)4176236-8 s Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025743665&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025743665&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Kline, Rex B. Beyond significance testing statistics reform in the behavioral sciences Psychometrics Psychometrie (DE-588)4176236-8 gnd Signifikanztest (DE-588)4054949-5 gnd Datenanalyse (DE-588)4123037-1 gnd Verhaltenswissenschaften (DE-588)4133253-2 gnd |
| subject_GND | (DE-588)4176236-8 (DE-588)4054949-5 (DE-588)4123037-1 (DE-588)4133253-2 |
| title | Beyond significance testing statistics reform in the behavioral sciences |
| title_auth | Beyond significance testing statistics reform in the behavioral sciences |
| title_exact_search | Beyond significance testing statistics reform in the behavioral sciences |
| title_full | Beyond significance testing statistics reform in the behavioral sciences Rex B. Kline |
| title_fullStr | Beyond significance testing statistics reform in the behavioral sciences Rex B. Kline |
| title_full_unstemmed | Beyond significance testing statistics reform in the behavioral sciences Rex B. Kline |
| title_short | Beyond significance testing |
| title_sort | beyond significance testing statistics reform in the behavioral sciences |
| title_sub | statistics reform in the behavioral sciences |
| topic | Psychometrics Psychometrie (DE-588)4176236-8 gnd Signifikanztest (DE-588)4054949-5 gnd Datenanalyse (DE-588)4123037-1 gnd Verhaltenswissenschaften (DE-588)4133253-2 gnd |
| topic_facet | Psychometrics Psychometrie Signifikanztest Datenanalyse Verhaltenswissenschaften |
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