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Applied Statistics Using Spss, Statistica And Matlab

Applied Statistics Using Spss, Statistica And Matlab

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  • ISBN:9783540011569
  • Editorial: Springer
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  • Dimensiones: 0 cm x 0 cm
  • Nº Pág.:452
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Assuming no previous statistics education, this practical reference provides a comprehensive introduction and tutorial on the main statistical analysis topics, demonstrating their solution with the most common software package. Intended for anyone needing to apply statistical analysis to a large variety of science and enigineering problems, the book explains and shows how to use SPSS, MATLAB and STATISTICA for analysis such as data description, statistical inference, classification and regression, factor analysis, survival data and directional statistics. It concisely explains key concepts and methods, illustrated by practical examples using real data, and includes a CD-ROM with software tools and data sets used in the examples and exercises. Readers learn which software tools to apply and also gain insights into the comparative capabilities of the primary software packages.

Introduction.- Presenting and Summarising the Data.- Estimating Data Parameters.- Parametric Tests of Hypotheses.- Non-Parametric Tests of Hypotheses.- Statistical Classification.- Data Regression.- Data Structure Analysis.- Directional Data.- Appendix A - Short Survey on Probability Theory.- Appendix B - Distributions.- Appendix C - Point Estimation.- Appendix E - Tables.- Appendix E - Datasets.- Appendix F - Tools.

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