SPSS for intermediate statistics: use and interpretation
Gespeichert in:
| Vorheriger Titel: | SPSS for windows |
|---|---|
| Hauptverfasser: | , , |
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New york[u.a.]
Psychology Press
2008
|
| Ausgabe: | 3. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 1. Aufl. u.d.T.: SPSS for windows |
| Beschreibung: | XII, 270 S. Ill. 1 CD-ROM (12 cm) |
| ISBN: | 9780805862676 |
Internformat
MARC
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| 100 | 1 | |a Leech, Nancy L. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a SPSS for intermediate statistics |b use and interpretation |c Nancy L. Leech ; Karen C. Barrett ; George A. Morgan |
| 250 | |a 3. ed. | ||
| 264 | 1 | |a New york[u.a.] |b Psychology Press |c 2008 | |
| 300 | |a XII, 270 S. |b Ill. |e 1 CD-ROM (12 cm) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a 1. Aufl. u.d.T.: SPSS for windows | ||
| 650 | 0 | 7 | |a SPSS für WINDOWS |0 (DE-588)4334316-8 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a SPSS für WINDOWS |0 (DE-588)4334316-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Barrett, Karen Caplovitz |e Verfasser |4 aut | |
| 700 | 1 | |a Morgan, George A. |e Verfasser |4 aut | |
| 780 | 0 | 0 | |i Früher u.d.T. |t SPSS for windows |
| 856 | 4 | 2 | |m HBZ Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016141645&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-016141645 | ||
Datensatz im Suchindex
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|---|---|
| adam_text | Table of Contents
Preface viii
1. Introduction and Review of Basic Statistics With SPSS 1
Variables
Research Hypotheses and Research Questions
A Sample Research Problem: The Modified High School and Beyond (HSB) Study
Research Questions for the Modified HSB Study
Frequency Distributions
Levels of Measurement
Descriptive Statistics
Conclusions About Measurement and the Use of Statistics
The Normal Curve
Interpretation Questions
2. Data Coding and Exploratory Analysis (EDA) 23
Rules for Data Coding
Exploratory Data Analysis (EDA)
Statistical Assumptions
Checking for Errors and Assumptions With Ordinal and Scale Variables
Problem 2.1: Descriptive Statistics for Ordinal and Scale Variables
Problem 2.2: Boxplots for Ordinal and Scale Variables
Problem 2.3: Boxplots Split by a Dichotomous Variable
Problem 2.4: Using Tables and Figures for EDA with Dichotomous and Nominal Variables
Problem 2.5: Using Frequency Tables
Problem 2.6: Bar Charts
Problem 2.7: Histograms and Frequency Polygons
Problem 2.8: Matrix Scatterplots
Problem 2.9: Transforming Variables
Interpretation Questions
Extra SPSS Problems
3. Several Measures of Reliability 46
Problem 3.1: Cronbach s Alpha for the Motivation Scale
Problems 3.2 3.3: Cronbach s Alpha for the Competence and Pleasure Scales
Problem 3.4: Test Retest Reliability Using Correlation
Problem 3.5: Cohen s Kappa With Nominal Data
Interpretation Questions
Extra SPSS Problems
4. Exploratory Factor Analysis and Principal Components Analysis 58
Problem 4.1: Factor Analysis on Math Attitude Variables
Problem 4.2: Principal Components Analysis on Achievement Variables
Interpretation Questions
Extra SPSS Problems
v
5. Selecting and Interpreting Inferential Statistics 71
Selection of Inferential Statistics
The General Linear Model
Interpreting the Results of a Statistical Test
A Review of How to Select and Interpret Inferential Statistics
Review of Writing About Your Outputs
Conclusion
Interpretation Questions
6. Multiple Regression 94
Problem 6.1: Using the Simultaneous Method to Compute Multiple Regression
Problem 6.2: Simultaneous Regression Correcting Multicollinearity
Problem 6.3: Hierarchical Multiple Linear Regression
Interpretation Questions
Extra SPSS Problems
7. Logistic Regression and Discriminant Analysis 114
Problem 7.1: Logistic Regression
Problem 7.2: Hierarchical Logistic Regression
Problem 7.3: Discriminant Analysis (DA)
Interpretation Questions
Extra SPSS Problems
8. Factorial ANOVA and ANCOVA 133
Problem 8.1: Factorial (2 Way) ANOVA
Problem 8.2: Post Hoc Analysis of a Significant Interaction
Problem 8.3: Analysis of Covariance (ANCOVA)
Interpretation Questions
Extra SPSS Problems
9. Repeated Measures and Mixed ANOVAs 155
The Product Data Set
Problem 9.1: Repeated Measures ANOVA
Problem 9.2: The Friedman Nonparametric Test for Several Related Samples
Problem 9.3: Mixed ANOVA
Interpretation Questions
Extra SPSS Problems
10. Multivariate Analysis of Variance (MANOVA) and Canonical Correlation 171
Problem 10.1: GLM Single Factor Multivariate Analysis of Variance
Problem 10.2: GLM Two Factor Multivariate Analysis of Variance
Problem 10.3: Mixed MANOVA
Problem 10.4: Canonical Correlation
Interpretation Questions
Extra SPSS Problems
vi
11. Multilevel Linear Modeling/Hierarchical Linear Modeling 197
Problem 11.1: Unconditional Level 1 Repeated Measures Model
Problem 11.2: Repeated Measures with Level 2 Predictor
Problem 11.3: Unconditional Individuals Nested in Schools Model
Problem 11.4: Conditional Individuals Nested in Schools Model with Level 1 Covariate
Interpretation Questions
Extra SPSS Problems
Appendices
A. Getting Started With SPSS and Other Useful Procedures (by Pam Cress and Don Quick) 229
B. Review of Basic Statistics (by Andrea Fritz) 242
C. Answers to Odd Interpretation Questions 254
For Further Reading 261
Index 263
vii
|
| adam_txt |
Table of Contents
Preface viii
1. Introduction and Review of Basic Statistics With SPSS 1
Variables
Research Hypotheses and Research Questions
A Sample Research Problem: The Modified High School and Beyond (HSB) Study
Research Questions for the Modified HSB Study
Frequency Distributions
Levels of Measurement
Descriptive Statistics
Conclusions About Measurement and the Use of Statistics
The Normal Curve
Interpretation Questions
2. Data Coding and Exploratory Analysis (EDA) 23
Rules for Data Coding
Exploratory Data Analysis (EDA)
Statistical Assumptions
Checking for Errors and Assumptions With Ordinal and Scale Variables
Problem 2.1: Descriptive Statistics for Ordinal and Scale Variables
Problem 2.2: Boxplots for Ordinal and Scale Variables
Problem 2.3: Boxplots Split by a Dichotomous Variable
Problem 2.4: Using Tables and Figures for EDA with Dichotomous and Nominal Variables
Problem 2.5: Using Frequency Tables
Problem 2.6: Bar Charts
Problem 2.7: Histograms and Frequency Polygons
Problem 2.8: Matrix Scatterplots
Problem 2.9: Transforming Variables
Interpretation Questions
Extra SPSS Problems
3. Several Measures of Reliability 46
Problem 3.1: Cronbach's Alpha for the Motivation Scale
Problems 3.2 3.3: Cronbach's Alpha for the Competence and Pleasure Scales
Problem 3.4: Test Retest Reliability Using Correlation
Problem 3.5: Cohen's Kappa With Nominal Data
Interpretation Questions
Extra SPSS Problems
4. Exploratory Factor Analysis and Principal Components Analysis 58
Problem 4.1: Factor Analysis on Math Attitude Variables
Problem 4.2: Principal Components Analysis on Achievement Variables
Interpretation Questions
Extra SPSS Problems
v
5. Selecting and Interpreting Inferential Statistics 71
Selection of Inferential Statistics
The General Linear Model
Interpreting the Results of a Statistical Test
A Review of How to Select and Interpret Inferential Statistics
Review of Writing About Your Outputs
Conclusion
Interpretation Questions
6. Multiple Regression 94
Problem 6.1: Using the Simultaneous Method to Compute Multiple Regression
Problem 6.2: Simultaneous Regression Correcting Multicollinearity
Problem 6.3: Hierarchical Multiple Linear Regression
Interpretation Questions
Extra SPSS Problems
7. Logistic Regression and Discriminant Analysis 114
Problem 7.1: Logistic Regression
Problem 7.2: Hierarchical Logistic Regression
Problem 7.3: Discriminant Analysis (DA)
Interpretation Questions
Extra SPSS Problems
8. Factorial ANOVA and ANCOVA 133
Problem 8.1: Factorial (2 Way) ANOVA
Problem 8.2: Post Hoc Analysis of a Significant Interaction
Problem 8.3: Analysis of Covariance (ANCOVA)
Interpretation Questions
Extra SPSS Problems
9. Repeated Measures and Mixed ANOVAs 155
The Product Data Set
Problem 9.1: Repeated Measures ANOVA
Problem 9.2: The Friedman Nonparametric Test for Several Related Samples
Problem 9.3: Mixed ANOVA
Interpretation Questions
Extra SPSS Problems
10. Multivariate Analysis of Variance (MANOVA) and Canonical Correlation 171
Problem 10.1: GLM Single Factor Multivariate Analysis of Variance
Problem 10.2: GLM Two Factor Multivariate Analysis of Variance
Problem 10.3: Mixed MANOVA
Problem 10.4: Canonical Correlation
Interpretation Questions
Extra SPSS Problems
vi
11. Multilevel Linear Modeling/Hierarchical Linear Modeling 197
Problem 11.1: Unconditional Level 1 Repeated Measures Model
Problem 11.2: Repeated Measures with Level 2 Predictor
Problem 11.3: Unconditional Individuals Nested in Schools Model
Problem 11.4: Conditional Individuals Nested in Schools Model with Level 1 Covariate
Interpretation Questions
Extra SPSS Problems
Appendices
A. Getting Started With SPSS and Other Useful Procedures (by Pam Cress and Don Quick) 229
B. Review of Basic Statistics (by Andrea Fritz) 242
C. Answers to Odd Interpretation Questions 254
For Further Reading 261
Index 263
vii |
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| index_date | 2024-07-02T18:56:56Z |
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| isbn | 9780805862676 |
| language | English |
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| spelling | Leech, Nancy L. Verfasser aut SPSS for intermediate statistics use and interpretation Nancy L. Leech ; Karen C. Barrett ; George A. Morgan 3. ed. New york[u.a.] Psychology Press 2008 XII, 270 S. Ill. 1 CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier 1. Aufl. u.d.T.: SPSS for windows SPSS für WINDOWS (DE-588)4334316-8 gnd rswk-swf SPSS für WINDOWS (DE-588)4334316-8 s DE-604 Barrett, Karen Caplovitz Verfasser aut Morgan, George A. Verfasser aut Früher u.d.T. SPSS for windows HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016141645&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Leech, Nancy L. Barrett, Karen Caplovitz Morgan, George A. SPSS for intermediate statistics use and interpretation SPSS für WINDOWS (DE-588)4334316-8 gnd |
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| title | SPSS for intermediate statistics use and interpretation |
| title_auth | SPSS for intermediate statistics use and interpretation |
| title_exact_search | SPSS for intermediate statistics use and interpretation |
| title_exact_search_txtP | SPSS for intermediate statistics use and interpretation |
| title_full | SPSS for intermediate statistics use and interpretation Nancy L. Leech ; Karen C. Barrett ; George A. Morgan |
| title_fullStr | SPSS for intermediate statistics use and interpretation Nancy L. Leech ; Karen C. Barrett ; George A. Morgan |
| title_full_unstemmed | SPSS for intermediate statistics use and interpretation Nancy L. Leech ; Karen C. Barrett ; George A. Morgan |
| title_old | SPSS for windows |
| title_short | SPSS for intermediate statistics |
| title_sort | spss for intermediate statistics use and interpretation |
| title_sub | use and interpretation |
| topic | SPSS für WINDOWS (DE-588)4334316-8 gnd |
| topic_facet | SPSS für WINDOWS |
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