Applied multiple regression/correlation analysis for the behavioral sciences
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Routledge
2003
Mahwah, NJ [u.a.] Erlbaum |
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| 100 | 1 | |a Cohen, Jacob |d 1923-1998 |e Verfasser |0 (DE-588)133475263 |4 aut | |
| 245 | 1 | 0 | |a Applied multiple regression/correlation analysis for the behavioral sciences |c Jacob Cohen, Patricia Cohen, Stephen G. West, Leona S. Aiken |
| 246 | 1 | 3 | |a Applied multiple regression correlation analysis for the behavioral sciences |
| 250 | |a Third edition | ||
| 264 | 1 | |a New York and London |b Routledge |c 2003 | |
| 264 | 1 | |a Mahwah, NJ [u.a.] |b Erlbaum | |
| 300 | |a xxviii, 703 S. |b Illustrationen |e 1 CD-ROM (12 cm) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
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| adam_text | Contents
Preface
Chapter
1.1
as a General Data-Analytic System
1.1.1
1.1.2
Regression/Correlation: Some Examples
1.1.3
Models
1.2
and Analysis of Variance Approaches
1.2.1
1.2.2
1.3
and the Complexity of Behavioral Science
1.3.1
1.3.2
1.3.3
1.3.4
1.3.5
1.4
1.4.1
1.4.2
1.4.3
1.4.4
1.5
1.5.1
vii
V¡¡¡
1.5.2
1.5.3
and Appendix Tables
1.6
1.7
1.7.1
1.7.2
and Equations
1.8
Chapter
2.1
2.2
The Pearson Product Moment Correlation Coefficient
2.2.1
2.2.2
Differences Between
2.3
Correlation Coefficient
2.3.1
2.3.2
2.3.3
2.3.4
2.3.5
2.4
2.5
2.6
of Association
2.7
2.8
2.8.1
Вй,
2.8.2
2.8.3
2.8.4
Significance Testing
2.9
2.9.1
2.9.2
2.10
2.10.1
2.10.2
2.10.3
2.10.4
2.10.5
2.10.6
2.11
CONTENTS
Chapter
or More Independent Variables
3.1
3.1.1
3.1.2
3.2
3.3
3.3.1
3.3.2
Increments to R2
3.3.3
3.4
Variables
3.4.1
3.4.2
3.4.3
3.4.4
3.5
Variables
3.5.1
Equation
3.5.2
3.5.3
3.5.4
3.5.5
3.5.6
3.6
3.6.1
and
3.6.2
3.6.3
Independent R2s
3.6.4
Coefficients
3.7
3.7.1
Hypothesis
3.7.2
3.7.3
Coefficients
3.8
Prediction
3.8.1
3.8.2
Values
3.8.3
3.8.4
3.9
X
Chapter
Checking: Diagnosing and Solving
Regression Problems I
4.1
4.2
4.2.1
4.2.2
4.2.3
4.3
4.3.1
Regression
4.3.2
4.4
4.4.1
4.4.2
4.4.3
4.4.4
4.4.5
4.4.6
4.5
4.5.1
4.5.2
4.5.3
4.5.4
4.5.5
4.6
Chapter
Regression/Correlation
5.1
5.1.1
5.1.2
5.1.3
5.1.4
Third Variable
5.1.5
Relationship?
5.1.6
Different From Those in Another Given the Same
Variables?
5.2
5.2.1
Effects
5.2.2
Meaningful
5.2.3
Different Outcomes in a Sample Different?
CONTENTS
5.2.4
Another?
5.3
Correlation
5.3.1
Variables
5.3.2
5.3.3
of Independent Variable Sets
5.3.4
5.4
5.4.1
5.4.2
Sets
5.4.3
Ballantine Again
5.4.4
5.5
5.5.1
5.5.2
5.5.3
Significance
5.5.4
From the Final Model
5.6
5.6.1
or Model
5.6.2
5.6.3
5.6.4
5.6.5
5.6.6
5.7
Correlation
5.7.1
in Inference
5.7.2
5.7.3
5.7.4
5.7.5
Investigations
5.8
Chapter
and Transformations
6.1
6.1.1
XU CONTENTS
6.1.2
Regression 194
6.1.3
in Multiple Regression
6.2
6.2.1
6.2.2
6.2.3
6.2.4
Coefficient and Gain in Prediction
6.2.5
6.2.6
6.2.7
6.2.8
6.3
6.3.1
6.3.2
6.3.3
6.4
6.4.1
of Transformations
6.4.2
Checking Before and After Transformation
Ideal to Transform?
6.4.3
Relationships
6.4.4
6.4.5
Models
6.4.6
Models
6.4.7
of Strong or Weak Models
6.4.8
The Ladder of Re-expression and the
Bulging Rule
6.4.9
the Absence of Models:
Transformations on
6.4.10
the Absence of Models: Box-Tidwell Family of Power
Transformations on
6.4.11
z Transform of
6.4.12
and Proportions
6.4.13
Treatment of Heteroscedasticity
6.4.14
6.4.15
CONTENTS
6.4.16
6.4.17
Revisited
6.4.18
Transformation
6.5
6.6
6.7
Chapter
7.1
7.1.1
7.1.2
Interactions
7.2
in Equations Containing Interactions
7.2.1
7.2.2
Uncentered and Centered Equations
7.2.3
7.2.4
7.2.5
7.2.6
Uncentered Equation
7.2.7
7.2.8
7.3
7.3.1
7.3.2
7.3.3
7.3.4
Mean
7.3.5
Equations Are Identical
7.3.6
7.3.7
Analysis of Variance
7.4
7.4.1
7.4.2
Standard Errors
7.4.3
7.4.4
7.4.5
7.4.6
7.4.7
Interactions
7.4.8
Xiv CONTENTS
7.5
7.6
With Interactions
7.7
7.7.1
and Interaction Effects
7.7.2
7.8
7.9
7.10
7.11
Distributions, Model Specification
7.11.1
Interactions
7.11.2
Interactions
7.11.3
Curvilinear Effects
7.12
Chapter
8.1
8.1.1
8.1.2
Scales
8.2
8.2.1
8.2.2
With
8.2.3
8.2.4
Withy
8.2.5
8.2.6
Variables
8.2.7
and One-Way Analysis of Variance
8.2.8
Systems
8.2.9
Mutually Exclusive
8.3
8.3.1
Coding
8.3.2
8.3.3
8.3.4
Unweighted Code Sets
CONTENTS
8.4
8.4.1
Coding
8.4.2
8.4.3
8.4.4
Codes
8.5
8.5.1
Scheme
8.5.2
8.5.3
8.5.4
8.5.5
Codes
8.6
8.7
8.7.1
Independent Variables
8.7.2
Variables
8.7.3
Quantitative Independent Variables
8.7.4
Alternative Coding Methods
8.7.5
Independent Variables and the Analysis of
Covariance
8.8
Chapter
9.1
9.1.1
9.1.2
Variables With More Than Two Categories
9.2
9.2.1
Alternative Methods
9.2.2
Combinations Are Considered
9.2.3
Scales Are Not Mutually Exclusive?
9.2.4
Nominal Scale Interaction Variables
9.2.5
Interactions Among Nominal Scales
9.3
9.3.1
XVI
9.3.2
Dummy-Variable Coded Groups
9.3.3
Codes
9.3.4
Scale
9.3.5
of Groups
9.3.6
of Scaled Independent Variables
9.3.7
Variables
9.4
Chapter
and Solving Regression Problems II
10.1
10.2
10.3
10.3.1
Leverage
10.3.2
10.3.3
10.3.4
Statistics
10.3.5
10.4
10.4.1
10.4.2
10.5
10.5.1
10.5.2
10.5.3
10.6
10.6.1
10.6.2
10.6.3
10.6.4
10.6.5
10.7
Chapter
11.1
11.1.1
11.1.2
11.1.3
CONTENTS
11.2
11.2.1
11.2.2
11.2.3
11.3
11.3.1
11.3.2
11.3.3
Variables
11.3.4
Methods
11.3.5
11.4
Chapter
and Causal Models
12.1
12.1.1
Between Causal Analysis and Analysis of
Covariance
12.1.2
That Estimate and Test Them
12.1.3
12.1.4
12.2
12.2.1
12.2.2
12.2.3
Equations
12.2.4
of Sets
12.2.5
12.3
12.4
12.4.1
12.4.2
12.4.3
12.5
12.5.1
12.5.2
12.5.3
Models
12.5.4
12.5.5
Attenuation
12.5.6
Analysis the Method of Choice
12.6
XVÜi
12.6.1
12.6.2
12.7
12.7.1
12.7.2
12.8
Chapter
Regression, and the Generalized Linear Model
13.1
13.1.1
Regression
13.1.2
13.1.3
Variables
13.2
13.2.1
Model and Discriminant Analysis
13.2.2
to Predicted Scores:
Transformation
13.2.3
13.2.4
Regression Equation
13.2.5
in Logistic Regression
13.2.6
13.2.7
13.2.8
and Odds Ratios
13.2.9
Likelihood
13.2.10
Regression Model
13.2.11
13.2.12
Likelihood Ratio Test and the Test of Model
Deviance
13.2.13
Multiple Logistic Regression Equation
13.2.14
Test for the Significance of a Set of Predictors Above
and Beyond Another Set
13.2.15
Information Criterion for Model Comparison
13.2.16
of the Odds Ratio
CONTENTS
13.2.17 Regression
13.2.18 Sparseness
13.2.19
13.3
Polytomous Logistic Regression and Ordinal Logistic Regression
13.3.1
13.3.2
13.3.3
13.4
13.4.1
13.4.2
13.4.3
13.4.4
13.4.5
13.4.6
13.5
and the Generalized Linear Model
13.5.1
Regression
13.5.2
13.6
Chapter
and Multilevel Models
14.1
14.1.1
Correlation
14.1.2
14.2
14.2.1
Ordinary Least Squares Regression
14.3
14.4
14.4.1
Revisited
14.4.2
14.4.3
14.4.4
Model
14.4.5
14.4.6
14.4.7
Regression
14.4.8
Multilevel Model
14.4.9
Ordinary Least Squares (Fixed Effects)
Regression
XX
14.4.10 Parameters
Fixed and Random Effects
14.5
Regression
14.5.1
Correlation
14.5.2
Coefficient Regression Model
14.6
14.7
14.7.1
14.7.2
14.7.3
2
Interaction
14.8
Experimental Manipulation With Individual Differences
14.9
14.10
Components, and Level
14.10.1
14.10.2
of Level
14.11
14.11.1
14.11.2
14.12
14.12.1
14.12.2
14.13
14.14
Model
14.15
14.16
14.17
Chapter
15.1
15.1.1
15.1.2
Occasions
15.2
15.2.1
15.2.2
Unit of Time
15.2.3
15.3
CONTENTS
15.3.1
of Variance
15.3.2
15.3.3
Is Not the Issue
15.4
15.4.1
15.4.2
15.4.3
Slopes
15.4.4
Structures
15.4.5
Time
15.4.6
Data
15.5
of Multilevel Data
15.5.1
15.5.2
Equation Model Diagrams
15.5.3
Equation Model Analysis of Change
15.6
15.7
15.7.1
Problem of Censoring
15.7.2
Variables
15.7.3
15.7.4
Analysis
15.8
15.8.1
15.8.2
15.8.3
15.8.4
or Subjects
15.9
15.10
Analyses
15.11
Chapter
16.1
Dependent Variables
16.1.1
XXÎi
16.1.2
16.1.3
16.2
16.2.1
16.2.2
16.3
16.3.1
Basic Sets
16.3.2
Sets
16.4
16.4.1
16.4.2
16.4.3
16.5
16.6
16.7
16.8
16.8.1
16.8.2
16.8.3
Unique Components
16.8.4
16.9
APPENDICES
Appendix
Regression/Correlation and Identification
of the Inverse Matrix Elements
A
A
Appendix
and Applications Thereof
A2.
A2.2 Testing the Difference Between Partial
Sample
A2.3 Testing the Difference Between
a Single Sample
Appendix Tables
Table A
Table
Table
Table
Table
Table
(Two Tailed)
Table
(Two Tailed)
CONTENTS
643
References
Glossary
Statistical Symbols and Abbreviations
Author Index
Subject Index
655
671
683
687
691
|
| any_adam_object | 1 |
| author | Cohen, Jacob 1923-1998 Cohen, Patricia West, Stephen G. Aiken, Leona S. |
| author_GND | (DE-588)133475263 (DE-588)172448565 (DE-588)171946707 |
| author_facet | Cohen, Jacob 1923-1998 Cohen, Patricia West, Stephen G. Aiken, Leona S. |
| author_role | aut aut aut aut |
| author_sort | Cohen, Jacob 1923-1998 |
| author_variant | j c jc p c pc s g w sg sgw l s a ls lsa |
| building | Verbundindex |
| bvnumber | BV014521769 |
| 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 | CM 4000 SK 840 MR 2100 CM 2500 QH 234 |
| classification_tum | PSY 800f SOZ 720f MAT 628f |
| ctrlnum | (OCoLC)263439537 (DE-599)BVBBV014521769 |
| dewey-full | 519.536 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.536 |
| dewey-search | 519.536 |
| dewey-sort | 3519.536 |
| dewey-tens | 510 - Mathematics |
| discipline | Soziologie Psychologie Mathematik Wirtschaftswissenschaften |
| edition | Third edition |
| format | Book |
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| id | DE-604.BV014521769 |
| illustrated | Illustrated |
| indexdate | 2025-02-03T16:57:40Z |
| institution | BVB |
| isbn | 0805822232 9780805822236 |
| language | English |
| lccn | 2002072068 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009887026 |
| oclc_num | 263439537 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-N2 DE-N32 DE-19 DE-BY-UBM DE-20 DE-355 DE-BY-UBR DE-703 DE-83 DE-473 DE-BY-UBG DE-11 DE-384 DE-188 DE-945 DE-M382 DE-M49 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM DE-N2 DE-N32 DE-19 DE-BY-UBM DE-20 DE-355 DE-BY-UBR DE-703 DE-83 DE-473 DE-BY-UBG DE-11 DE-384 DE-188 DE-945 DE-M382 DE-M49 DE-BY-TUM |
| physical | xxviii, 703 S. Illustrationen 1 CD-ROM (12 cm) |
| publishDate | 2003 |
| publishDateSearch | 2003 |
| publishDateSort | 2003 |
| publisher | Routledge Erlbaum |
| record_format | marc |
| spellingShingle | Cohen, Jacob 1923-1998 Cohen, Patricia West, Stephen G. Aiken, Leona S. Applied multiple regression/correlation analysis for the behavioral sciences Psychologie (DE-588)4047704-6 gnd Multivariate Analyse (DE-588)4040708-1 gnd Korrelation (DE-588)4165343-9 gnd Korrelationsanalyse (DE-588)4194560-8 gnd Regressionsanalyse (DE-588)4129903-6 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Verhaltenswissenschaften (DE-588)4133253-2 gnd Multiple Regression (DE-588)4170720-5 gnd |
| subject_GND | (DE-588)4047704-6 (DE-588)4040708-1 (DE-588)4165343-9 (DE-588)4194560-8 (DE-588)4129903-6 (DE-588)4055916-6 (DE-588)4133253-2 (DE-588)4170720-5 |
| title | Applied multiple regression/correlation analysis for the behavioral sciences |
| title_alt | Applied multiple regression correlation analysis for the behavioral sciences |
| title_auth | Applied multiple regression/correlation analysis for the behavioral sciences |
| title_exact_search | Applied multiple regression/correlation analysis for the behavioral sciences |
| title_full | Applied multiple regression/correlation analysis for the behavioral sciences Jacob Cohen, Patricia Cohen, Stephen G. West, Leona S. Aiken |
| title_fullStr | Applied multiple regression/correlation analysis for the behavioral sciences Jacob Cohen, Patricia Cohen, Stephen G. West, Leona S. Aiken |
| title_full_unstemmed | Applied multiple regression/correlation analysis for the behavioral sciences Jacob Cohen, Patricia Cohen, Stephen G. West, Leona S. Aiken |
| title_short | Applied multiple regression/correlation analysis for the behavioral sciences |
| title_sort | applied multiple regression correlation analysis for the behavioral sciences |
| topic | Psychologie (DE-588)4047704-6 gnd Multivariate Analyse (DE-588)4040708-1 gnd Korrelation (DE-588)4165343-9 gnd Korrelationsanalyse (DE-588)4194560-8 gnd Regressionsanalyse (DE-588)4129903-6 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Verhaltenswissenschaften (DE-588)4133253-2 gnd Multiple Regression (DE-588)4170720-5 gnd |
| topic_facet | Psychologie Multivariate Analyse Korrelation Korrelationsanalyse Regressionsanalyse Sozialwissenschaften Verhaltenswissenschaften Multiple Regression |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009887026&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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