LCCN2007-031423
Reviews'A hands-on approach and a wealth of exercises and examples immerse the reader in the process of data analysis from the very beginning. Students and practitioners alike will benefit from the book's careful, gentle prose, its use of real data, and its step-by-step demonstrations of analytical techniques in SPSS. Perhaps best of all, the authors remain firmly grounded in application.' Sean P. Corcoran, Steinhardt School of Education, New York University, 'A hands-on approach and a wealth of exercises and examples immerse the reader in the process of data analysis from the very beginning. Students and practitioners alike will benefit from the book's careful, gentle prose, its use of real data, and its step-by-step demonstrations of analytical techniques in SPAS. Perhaps best of all, the authors remain firmly grounded in application.' Sean P. Corcoran, Steinhardt School of Education, New York University, A hands-on approach and a wealth of exercises and examples immerse the reader in the process of data analysis from the very beginning. Students and practitioners alike will benefit from the book's careful, gentle prose, its use of real data, and its step-by-step demonstrations of analytical techniques in SPSS. Perhaps best of all, the authors remain firmly grounded in application. Sean P. Corcoran, Steinhardt School of Education, New York University, "In Statistics Using SPSS, An Integrative Approach, Weinberg and Abramowitz have written an engaging and accessible introduction to the practice of statistics. A hands-on approach and a wealth of exercises and examples immerse the reader in the process of data analysis from the very beginning. Students and practitioners alike will benefit from the book's careful, gentle prose, its use of real data, and its step-by-step demonstrations of analytical techniques in SPSS. Perhaps best of all, the authors remain firmly grounded in application. Unlike many texts, In Statistics Using SPSS never loses sight of how statistics can be used to help us describe and better understand the world around us." Sean P. Corcoran, Assistant Professor of Educational Economics, New York University, In Statistics Using SPSS, An Integrative Approach, Weinberg and Abramowitz have written an engaging and accessible introduction to the practice of statistics. A hands-on approach and a wealth of exercises and examples immerse the reader in the process of data analysis from the very beginning. Students and practitioners alike will benefit from the book's careful, gentle prose, its use of real data, and its step-by-step demonstrations of analytical techniques in SPSS. Perhaps best of all, the authors remain firmly grounded in application. Unlike many texts, In Statistics Using SPSS never loses sight of how statistics can be used to help us describe and better understand the world around us.Sean P. Corcoran, Assistant Professor of Educational Economics, New York University
Table Of Content1. Introduction; 2. Examining univariate distributions; 3. Measures of location, spread, and skewness; 4. Re-expressing variables; 5. Exploring relationships between two variables; 6. Simple linear regression; 7. Probability fundamentals; 8. Theoretical probability models; 9. The role of sampling in inferential statistics; 10. Inferences involving the mean of a single population when o is known; 11. Inferences involving the mean when o is not known: one and two sample designs; 12. One-way analysis of variance; 13. Two-way analysis of variance; 14. Correlation and simple regression as inferential techniques; 15. An introduction to multiple regression; 16. Nonparametric methods; Appendix A. Data set descriptions; Appendix B. SPSS macro to generate a sampling distribution of means; Appendix C. Statistical tables; Appendix D. References; Appendix E. Solutions to exercises.
SynopsisThis is an introductory applied statistics text that can be used for a one- or two-semester course at either the undergraduate or graduate level. Central features are its hands-on approach; the use of real data; the wealth of exercises and illustrated examples using these data; the complete set of detailed answers to exercises in an appendix; the presentation of statistical methods with a clear, conceptual emphasis that includes an historical account of each method; and the integration of SPSS in a way that reflects statistical practice. Step-by-step instructions for using SPSS are provided as each new analytic procedure is introduced. A data CD is included with the text so that students may conduct their own statistical analyses and learn firsthand how statistics is used in practice., Updated to be consistent with SPSS version 15, and a new topic on Fisher's Exact Text, this second edition includes historical accounts of each statistical method presented, a bibliography of references and many more end-of-chapter exercises. Also includes a data CD to help students with their own analyses.