Introduction to Statistics Through Resampling Methods and Microsoft Office Excel

Introduction to Statistics Through Resampling Methods and Microsoft Office Excel
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Artikel-Nr:
9780471741763
Veröffentl:
2005
Einband:
E-Book
Seiten:
224
Autor:
Phillip I. Good
eBook Typ:
PDF
eBook Format:
Reflowable E-Book
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Beschreibung:

Learn statistical methods quickly and easily with the discovery method With its emphasis on the discovery method, this publication encourages readers to discover solutions on their own rather than simply copy answers or apply a formula by rote. Readers quickly master and learn to apply statistical methods, such as bootstrap, decision trees, t-test, and permutations to better characterize, report, test, and classify their research findings. In addition to traditional methods, specialized methods are covered, allowing readers to select and apply the most effective method for their research, including: * Tests and estimation procedures for one, two, and multiple samples * Model building * Multivariate analysis * Complex experimental design Throughout the text, Microsoft Office Excel(r) is used to illustrate new concepts and assist readers in completing exercises. An Excel Primer is included as an Appendix for readers who need to learn or brush up on their Excel skills. Written in an informal, highly accessible style, this text is an excellent guide to descriptive statistics, estimation, testing hypotheses, and model building. All the pedagogical tools needed to facilitate quick learning are provided: * More than 100 exercises scattered throughout the text stimulate readers' thinking and actively engage them in applying their newfound skills * Companion FTP site provides access to all data sets discussed in the text * An Instructor's Manual is available upon request from the publisher * Dozens of thought-provoking questions in the final chapter assist readers in applying statistics to solve real-life problems * Helpful appendices include an index to Excel and Excel add-in functions This text serves as an excellent introduction to statistics for students in all disciplines. The accessible style and focus on real-life problem solving are perfectly suited to both students and practitioners.
Learn statistical methods quickly and easily with the discoverymethodWith its emphasis on the discovery method, this publicationencourages readers to discover solutions on their own rather thansimply copy answers or apply a formula by rote. Readers quicklymaster and learn to apply statistical methods, such as bootstrapdecision trees, t-test, and permutations to better characterizereport, test, and classify their research findings. In addition totraditional methods, specialized methods are covered, allowingreaders to select and apply the most effective method for theirresearch, including:* Tests and estimation procedures for one, two, and multiplesamples* Model building* Multivariate analysis* Complex experimental designThroughout the text, Microsoft Office Excel(r) is used toillustrate new concepts and assist readers in completing exercises.An Excel Primer is included as an Appendix for readers who need tolearn or brush up on their Excel skills.Written in an informal, highly accessible style, this text is anexcellent guide to descriptive statistics, estimation, testinghypotheses, and model building. All the pedagogical tools needed tofacilitate quick learning are provided:* More than 100 exercises scattered throughout the text stimulatereaders' thinking and actively engage them in applying theirnewfound skills* Companion FTP site provides access to all data sets discussed inthe text* An Instructor's Manual is available upon request from thepublisher* Dozens of thought-provoking questions in the final chapter assistreaders in applying statistics to solve real-life problems* Helpful appendices include an index to Excel and Excel add-infunctionsThis text serves as an excellent introduction to statistics forstudents in all disciplines. The accessible style and focus onreal-life problem solving are perfectly suited to both students andpractitioners.
Preface.1. Variation (or What Statistics Is All About).2. Probability.3. Distributions.4. Testing Hypotheses.5. Designing an Experiment or Survey.6. Analyzing Complex Experiments.7. Developing Models.8. Reporting Your Findings.9. Problem Solving.Appendix: An Microsoft Office Excel Primer.Index to Excel and Excel Add-In Functions.Subject Index.

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