Using SPSS for Windows
Data Analysis and Graphics
(Sprache: Englisch)
The second edition of this popular guide demonstrates the process of entering and analyzing data using the latest version of SPSS (12.0), and is also appropriate for those using earlier versions of SPSS. The book is easy to follow because all procedures are...
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The second edition of this popular guide demonstrates the process of entering and analyzing data using the latest version of SPSS (12.0), and is also appropriate for those using earlier versions of SPSS. The book is easy to follow because all procedures are outlined in a step-by-step format designed for the novice user. Students are introduced to the rationale of statistical tests and detailed explanations of results are given through clearly annotated examples of SPSS output. Topics covered range from descriptive statistics through multiple regression analysis. In addition, this guide includes topics not typically covered in other books such as probability theory, interaction effects in analysis of variance, factor analysis, and scale reliability. This book can be used in two ways: as a stand-alone manual for students wishing to learn data analysis techniques using SPSS for Windows, or in research and statistics courses to be used with a basic statistics text. The book provides hands-on experience with actual data sets, helps students choose appropriate statistical tests, illustrates the meaning of results, and provides exercises to be completed for further practice or as homework assignments. TOC:The Nature of SPSS.- Summarizing Data Graphically.- Summarizing Data Numerically: Measures of Central Tendency.- Summarizing Data Numerically: Measures of Variability.- Summarizing Multivariate Data: Association Between Numerical Variables.- Summarizing Multivariate Data: Association Between Categorical Variables.- Basic Ideas of Probability.- Probability Distributions.- Sampling Distributions.- Answering Questions About Population Characteristics.- Differences Between Two Populations.- Inference on Categorical Data.- Regression Analysis.- ANOVA: Comparisons of Several Populations.- Factor Analysis.
Klappentext zu „Using SPSS for Windows “
The second edition of this popular guide demonstrates the process of entering and analyzing data using the latest version of SPSS (12.0), and is also appropriate for those using earlier versions of SPSS. The book is easy to follow because all procedures are outlined in a step-by-step format designed for the novice user. Students are introduced to the rationale of statistical tests and detailed explanations of results are given through clearly annotated examples of SPSS output. Topics covered range from descriptive statistics through multiple regression analysis. In addition, this guide includes topics not typically covered in other books such as probability theory, interaction effects in analysis of variance, factor analysis, and scale reliability. Chapter exercises reinforce the text examples and may be performed for further practice, for homework assignments, or in computer laboratory sessions.
This book can be used in two ways: as a stand-alone manual for students wishing to learn data analysis techniques using SPSS for Windows, or in research and statistics courses to be used with a basic statistics text. The book provides hands-on experience with actual data sets, helps students choose appropriate statistical tests, illustrates the meaning of results, and provides exercises to be completed for further practice or as homework assignments.
Susan B. Gerber, Ph.D. is Research Assistant Professor of Education at State University of New York at Buffalo. She is director of the Educational Technology program and holds degrees in Statistics and Educational Psychology.
Kristin Voelkl Finn, Ph.D. is Assistant Professor of Education at Canisius College. She teaches graduate courses in research methodology and conducts research on adolescent problem behavior.
The second edition of this popular guide demonstrates the process of entering and analyzing data using the latest version of SPSS (12.0), and is also appropriate for those using earlier versions of SPSS. The book is easy to follow because all procedures are outlined in a step-by-step format designed for the novice user. Students are introduced to the rationale of statistical tests and detailed explanations of results are given through clearly annotated examples of SPSS output. Topics covered range from descriptive statistics through multiple regression analysis. In addition, this guide includes topics not typically covered in other books such as probability theory, interaction effects in analysis of variance, factor analysis, and scale reliability. This book can be used in two ways: as a stand-alone manual for students wishing to learn data analysis techniques using SPSS for Windows, or in research and statistics courses to be used with a basic statistics text. The book provides hands-on experience with actual data sets, helps students choose appropriate statistical tests, illustrates the meaning of results, and provides exercises to be completed for further practice or as homework assignments.
Inhaltsverzeichnis zu „Using SPSS for Windows “
- The Nature of SPSS- Summarizing Data Graphically
- Summarizing Data Numerically: Measures of Central Tendency
- Summarizing Data Numerically: Measures of Variability
- Summarizing Multivariate Data: Association Between Numerical Variables
- Summarizing Multivariate Data: Association Between Categorical Variables
- Basic Ideas of Probability
- Probability Distributions
- Sampling Distributions
- Answering Questions About Population Characteristics
- Differences Between Two Populations
- Inference on Categorical Data
- Regression Analysis
- ANOVA: Comparisons of Several Populations
- Factor Analysis.
Bibliographische Angaben
- Autoren: Susan B. Gerber , Kristin Voelkl Finn
- 2005, New ed., 228 Seiten, Maße: 17,8 x 23,3 cm, Kartoniert (TB), Englisch
- Verlag: Springer, New York
- ISBN-10: 0387400834
- ISBN-13: 9780387400839
Sprache:
Englisch
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