Statistics for psychology:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Upper Saddle River, NJ
Pearson, Prentice Hall
2006
|
| Ausgabe: | 4. ed., Pearson internat. ed. |
| Schriftenreihe: | Pearson education international
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXI, 741 S. Ill., graph. Darst. |
| ISBN: | 0132018101 |
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Datensatz im Suchindex
| _version_ | 1804135011695198209 |
|---|---|
| adam_text | Contents
Preface to the Instructor xiii
Introduction to the Student xix
1
The Two Branches of Statistical Methods
Some Basic Concepts
Box
Frequency Tables
Frequency Graphs
Box
of You Who Are Truly Worried About This Course
Shapes of Frequency Distributions
Controversy: Misleading Graphs
Frequency Tables, Histograms, and Frequency Polygons in Research
Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
2
Central Tendency
Variability
Controversy: The Tyranny of the Mean
Box
Box
Contents
Central Tendency and Variability in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
3
Z Scores, the Normal Curve, Sample Versus Population,
and Probability
Z Scores
The Normal Curve
Box
Curve
Sample and Population
Probability
Box
Then Learns to Bet on God
Box
Controversies: Is the Normal Curve Really Normal? Using Nonrandom
Samples, What Does Probability Really Mean?
Z Scores, Normal Curves, Samples and Populations, and Probabilities
in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Advanced Topics: Probability Rules and Conditional Probabilities
Using SPSS
4
A Hypothesis-Testing Example
The Core Logic of Hypothesis Testing
The Hypothesis-Testing Process
One-Tailed and Two-Tailed Hypothesis Tests
Decision Errors
Controversy: Should Significance Tests Be Banned?
Box
of Whether and When to Accept the Null Hypothesis
Hypothesis Tests in Research Articles
Summary
Key Terms
Example Worked-Out Problem
Practice Problems
Contents
5
The Distribution of Means
Hypothesis Testing with a Distribution of Means: The Z Test
Box
About Samples
Controversy: Marginal Significance
Hypothesis Tests About Means of Samples (Z Tests) and Standard Errors
in Research Articles
Advanced Topic Estimation, Standard Errors, and Confidencelntervals
Advanced Topic Controversy: Confidence Intervals versus Significance
Tests
Advanced Topic: Confidence Intervals in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
6
Effect Size and Statistical Power
Effect Size
Box
Meta-Analysis
Statistical Power
What Determines the Power of a Study?
Box
and Kind
Box
The Role of Power When Planning a Study
The Role of Power When Interpreting the Results of a Study
Controversy: Statistical Significance Versus Effect Size
Effect Size and Power in Research Articles
Advanced Topic: Figuring Statistical Power
Steps for Figuring Power
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
7
and Dependent Means
The t Test for a Single Sample
Box
But a Practical Man
__________________________________________________________________
The t Test for Dependent Means
Assumptions of the t Test for a Single Sample and the t Test for Dependent
Means
Effect Size and Power for the t Test for Dependent Means
Controversy: Advantages and Disadvantages of Repeated-Measures
Designs
Single Sample t Tests and Dependent Means t Tests in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
8
The Distribution of Differences Between Means
Hypothesis Testing with a t Test for Independent Means
Assumptions of the t Test for Independent Means
Effect Size and Power for the t Test for Independent Means
Box
an Experiment, and Statistics Depend on a Game of Chance
Review and Comparison of the Three Kinds of t Tests
Controversy: The Problem of Too Many t Tests
The t Test for Independent Means in Research Articles
Advanced Topic: Power for the t Test for Independent Means When Sample
Sizes Are Not Equal
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
9
Basic Logic of the Analysis of Variance
Box
Carrying Out an Analysis of Variance
Hypothesis Testing with the Analysis of Variance
Assumptions in the Analysis of Variance
Planned Comparisons
Post Hoc Comparisons
Effect Size and Power for the Analysis of Variance
Controversy: Omnibus Tests Versus Planned Comparisons
Analyses of Variance in Research Articles
Advanced Topic: The Structural Model in the Analysis of Variance
Principles of the Structural Model
Summary
Key Terms
Example Worked-Out Problems
Contents
Practice Problems
Using SPSS
10
Basic Logic of Factorial Designs and Interaction Effects
Recognizing and Interpreting Interaction Effects
Basic Logic of the Two-Way Analysis of Variance
Box
An Interaction Effect
Assumptions in the Factorial Analysis of Variance
Extensions and Special Cases of the Analysis of Variance
Controversy: Dichotomizing Numeric Variables
Factorial Analysis of Variance in Research Articles
Advanced Topic: Figuring a Two-Way Analysis of Variance
Advanced Topic: Power and Effect Size in the Factorial Analysis
of Variance
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
11
Graphing Correlations: The Scatter Diagram
Patterns of Correlation
The Correlation Coefficient
Box
Significance of a Correlation Coefficient
Correlation and Causality
Issues in Interpreting the Correlation Coefficient
Box
Well That If It s Big, It s Fat—and You Are Perfectly Wrong
Effect Size and Power for the Correlation Coefficient
Controversy: What Is a Large Correlation?
Correlation in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
12
Predictor (X) and Criterion (Y) Variables
The Linear Prediction Rule
The Regression Line
Contents
Finding the Best Linear Prediction Rule
Issues in Prediction
Multiple Regression
Limitations of Prediction
Controversy: Comparing Predictors
Box
Prediction in Research Articles
Advanced Topic: Error and Proportionate Reduction in Error
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
13
Box
of Controversy
The Chi-Square Statistic and the Chi-Square Test for Goodness of Fit
The Chi-Square Test for Independence
Assumptions for Chi-Square Tests
Effect Size and Power for Chi-Square Tests for Independence
Controversy: The Minimum Expected Frequency
Chi-Square Tests in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
14
Normal: Data Transformations and Rank-Order Tests
Assumptions in the Standard Hypothesis-Testing Procedures
Data Transformations
Rank-Order Tests
Comparison of Methods
Controversy: Computer-Intensive Methods
Data Transformations and Rank-Order Tests in Research Articles
Box
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
Contents
15
Statistical Procedures in Research Articles
The General Linear Model
Hierarchical and Stepwise Multiple Regression
Box
Partial Correlation
Reliability
Factor Analysis
Causal Modeling
Box
Procedures that Compare Groups
Analysis of Covariance
Multivariate Analysis of Variance
of Covariance
Overview of Statistical Techniques
Controversy: Should Statistics Be Controversial?
Box
How to Read Results Using Unfamiliar Statistical Techniques
Summary
Key Terms
Practice Problems
Appendix: Tables
Answers to Set I Practice Problems
Glossary
Glossary of Symbols
References
Index
Web Chapters (available on-line):
Overview of the Logic and Language of Psychology Research
Repeated-Measures Analysis of Variance
Integration and the General Linear Model
Applying Statistical Methods in Your Own Research Project
|
| adam_txt |
Contents
Preface to the Instructor xiii
Introduction to the Student xix
1
The Two Branches of Statistical Methods
Some Basic Concepts
Box
Frequency Tables
Frequency Graphs
Box
of You Who Are Truly Worried About This Course
Shapes of Frequency Distributions
Controversy: Misleading Graphs
Frequency Tables, Histograms, and Frequency Polygons in Research
Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
2
Central Tendency
Variability
Controversy: The Tyranny of the Mean
Box
Box
Contents
Central Tendency and Variability in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
3
Z Scores, the Normal Curve, Sample Versus Population,
and Probability
Z Scores
The Normal Curve
Box
Curve
Sample and Population
Probability
Box
Then Learns to Bet on God
Box
Controversies: Is the Normal Curve Really Normal? Using Nonrandom
Samples, What Does Probability Really Mean?
Z Scores, Normal Curves, Samples and Populations, and Probabilities
in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Advanced Topics: Probability Rules and Conditional Probabilities
Using SPSS
4
A Hypothesis-Testing Example
The Core Logic of Hypothesis Testing
The Hypothesis-Testing Process
One-Tailed and Two-Tailed Hypothesis Tests
Decision Errors
Controversy: Should Significance Tests Be Banned?
Box
of Whether and When to Accept the Null Hypothesis
Hypothesis Tests in Research Articles
Summary
Key Terms
Example Worked-Out Problem
Practice Problems
Contents
5
The Distribution of Means
Hypothesis Testing with a Distribution of Means: The Z Test
Box
About Samples
Controversy: Marginal Significance
Hypothesis Tests About Means of Samples (Z Tests) and Standard Errors
in Research Articles
Advanced Topic Estimation, Standard Errors, and Confidencelntervals
Advanced Topic Controversy: Confidence Intervals versus Significance
Tests
Advanced Topic: Confidence Intervals in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
6
Effect Size and Statistical Power
Effect Size
Box
Meta-Analysis
Statistical Power
What Determines the Power of a Study?
Box
and Kind
Box
The Role of Power When Planning a Study
The Role of Power When Interpreting the Results of a Study
Controversy: Statistical Significance Versus Effect Size
Effect Size and Power in Research Articles
Advanced Topic: Figuring Statistical Power
Steps for Figuring Power
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
7
and Dependent Means
The t Test for a Single Sample
Box
But a Practical Man
_
The t Test for Dependent Means
Assumptions of the t Test for a Single Sample and the t Test for Dependent
Means
Effect Size and Power for the t Test for Dependent Means
Controversy: Advantages and Disadvantages of Repeated-Measures
Designs
Single Sample t Tests and Dependent Means t Tests in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
8
The Distribution of Differences Between Means
Hypothesis Testing with a t Test for Independent Means
Assumptions of the t Test for Independent Means
Effect Size and Power for the t Test for Independent Means
Box
an Experiment, and Statistics Depend on a Game of Chance
Review and Comparison of the Three Kinds of t Tests
Controversy: The Problem of Too Many t Tests
The t Test for Independent Means in Research Articles
Advanced Topic: Power for the t Test for Independent Means When Sample
Sizes Are Not Equal
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
9
Basic Logic of the Analysis of Variance
Box
Carrying Out an Analysis of Variance
Hypothesis Testing with the Analysis of Variance
Assumptions in the Analysis of Variance
Planned Comparisons
Post Hoc Comparisons
Effect Size and Power for the Analysis of Variance
Controversy: Omnibus Tests Versus Planned Comparisons
Analyses of Variance in Research Articles
Advanced Topic: The Structural Model in the Analysis of Variance
Principles of the Structural Model
Summary
Key Terms
Example Worked-Out Problems
Contents
Practice Problems
Using SPSS
10
Basic Logic of Factorial Designs and Interaction Effects
Recognizing and Interpreting Interaction Effects
Basic Logic of the Two-Way Analysis of Variance
Box
An Interaction Effect
Assumptions in the Factorial Analysis of Variance
Extensions and Special Cases of the Analysis of Variance
Controversy: Dichotomizing Numeric Variables
Factorial Analysis of Variance in Research Articles
Advanced Topic: Figuring a Two-Way Analysis of Variance
Advanced Topic: Power and Effect Size in the Factorial Analysis
of Variance
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
11
Graphing Correlations: The Scatter Diagram
Patterns of Correlation
The Correlation Coefficient
Box
Significance of a Correlation Coefficient
Correlation and Causality
Issues in Interpreting the Correlation Coefficient
Box
Well That If It's Big, It's Fat—and You Are Perfectly Wrong
Effect Size and Power for the Correlation Coefficient
Controversy: What Is a Large Correlation?
Correlation in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
12
Predictor (X) and Criterion (Y) Variables
The Linear Prediction Rule
The Regression Line
Contents
Finding the Best Linear Prediction Rule
Issues in Prediction
Multiple Regression
Limitations of Prediction
Controversy: Comparing Predictors
Box
Prediction in Research Articles
Advanced Topic: Error and Proportionate Reduction in Error
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
13
Box
of Controversy
The Chi-Square Statistic and the Chi-Square Test for Goodness of Fit
The Chi-Square Test for Independence
Assumptions for Chi-Square Tests
Effect Size and Power for Chi-Square Tests for Independence
Controversy: The Minimum Expected Frequency
Chi-Square Tests in Research Articles
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
14
Normal: Data Transformations and Rank-Order Tests
Assumptions in the Standard Hypothesis-Testing Procedures
Data Transformations
Rank-Order Tests
Comparison of Methods
Controversy: Computer-Intensive Methods
Data Transformations and Rank-Order Tests in Research Articles
Box
Summary
Key Terms
Example Worked-Out Problems
Practice Problems
Using SPSS
Contents
15
Statistical Procedures in Research Articles
The General Linear Model
Hierarchical and Stepwise Multiple Regression
Box
Partial Correlation
Reliability
Factor Analysis
Causal Modeling
Box
Procedures that Compare Groups
Analysis of Covariance
Multivariate Analysis of Variance
of Covariance
Overview of Statistical Techniques
Controversy: Should Statistics Be Controversial?
Box
How to Read Results Using Unfamiliar Statistical Techniques
Summary
Key Terms
Practice Problems
Appendix: Tables
Answers to Set I Practice Problems
Glossary
Glossary of Symbols
References
Index
Web Chapters (available on-line):
Overview of the Logic and Language of Psychology Research
Repeated-Measures Analysis of Variance
Integration and the General Linear Model
Applying Statistical Methods in Your Own Research Project |
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| author | Aron, Arthur Aron, Elaine 1944- Coups, Elliot J. |
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| callnumber-first | B - Philosophy, Psychology, Religion |
| callnumber-label | BF39 |
| callnumber-raw | BF39 |
| callnumber-search | BF39 |
| callnumber-sort | BF 239 |
| callnumber-subject | BF - Psychology |
| classification_rvk | CM 4000 |
| ctrlnum | (OCoLC)65172585 (DE-599)BVBBV021245172 |
| dewey-full | 519.502415 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.502415 |
| dewey-search | 519.502415 |
| dewey-sort | 3519.502415 |
| dewey-tens | 510 - Mathematics |
| discipline | Psychologie Mathematik |
| discipline_str_mv | Psychologie Mathematik |
| edition | 4. ed., Pearson internat. ed. |
| format | Book |
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| genre | 1\p (DE-588)4123623-3 Lehrbuch gnd-content |
| genre_facet | Lehrbuch |
| id | DE-604.BV021245172 |
| illustrated | Illustrated |
| index_date | 2024-07-02T13:37:57Z |
| indexdate | 2024-07-09T20:33:43Z |
| institution | BVB |
| isbn | 0132018101 |
| language | English |
| lccn | 2005016851 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-014566679 |
| oclc_num | 65172585 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-11 DE-188 |
| owner_facet | DE-355 DE-BY-UBR DE-11 DE-188 |
| physical | XXI, 741 S. Ill., graph. Darst. |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | Pearson, Prentice Hall |
| record_format | marc |
| series2 | Pearson education international |
| spelling | Aron, Arthur Verfasser aut Statistics for psychology Arthur Aron ; Elaine N. Aron ; Elliot J. Coups 4. ed., Pearson internat. ed. Upper Saddle River, NJ Pearson, Prentice Hall 2006 XXI, 741 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Pearson education international Psychologie gtt Statistiek gtt Statistische methoden gtt Statistik Psychology Statistical methods Psychometrie (DE-588)4176236-8 gnd rswk-swf Psychologie (DE-588)4047704-6 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Statistik (DE-588)4056995-0 s Psychologie (DE-588)4047704-6 s DE-604 Psychometrie (DE-588)4176236-8 s 2\p DE-604 Aron, Elaine 1944- Verfasser (DE-588)130822000 aut Coups, Elliot J. Verfasser aut Digitalisierung UBRegensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014566679&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Aron, Arthur Aron, Elaine 1944- Coups, Elliot J. Statistics for psychology Psychologie gtt Statistiek gtt Statistische methoden gtt Statistik Psychology Statistical methods Psychometrie (DE-588)4176236-8 gnd Psychologie (DE-588)4047704-6 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4176236-8 (DE-588)4047704-6 (DE-588)4056995-0 (DE-588)4123623-3 |
| title | Statistics for psychology |
| title_auth | Statistics for psychology |
| title_exact_search | Statistics for psychology |
| title_exact_search_txtP | Statistics for psychology |
| title_full | Statistics for psychology Arthur Aron ; Elaine N. Aron ; Elliot J. Coups |
| title_fullStr | Statistics for psychology Arthur Aron ; Elaine N. Aron ; Elliot J. Coups |
| title_full_unstemmed | Statistics for psychology Arthur Aron ; Elaine N. Aron ; Elliot J. Coups |
| title_short | Statistics for psychology |
| title_sort | statistics for psychology |
| topic | Psychologie gtt Statistiek gtt Statistische methoden gtt Statistik Psychology Statistical methods Psychometrie (DE-588)4176236-8 gnd Psychologie (DE-588)4047704-6 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Psychologie Statistiek Statistische methoden Statistik Psychology Statistical methods Psychometrie Lehrbuch |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014566679&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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