Opis: Applied Statistics Using SPSS, STATISTICA, MATLAB and R - Joaquim P. Marques de Sá

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, STATISTICA and R 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. Readers learn which software tools to apply and gain insights into the comparative capabilities of the primary software packages. Major improvements of the second edition are the inclusion of the R language, a new section on bootstrap estimation methods and an improved treatment of tree classifiers as well as extra examples and exercises. TOC: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.- Survival Analysis .- Directional Data.- Appendix A - Short Survey on Probability Theory.- Appendix B - Distributions.- Appendix C - Point Estimation.- Appendix D - Tables.- Appendix E - Datasets.- Appendix F - Tools.

Szczegóły: Applied Statistics Using SPSS, STATISTICA, MATLAB and R - Joaquim P. Marques de Sá

Tytuł: Applied Statistics Using SPSS, STATISTICA, MATLAB and R
Autor: Joaquim P. Marques de Sá
Wydawnictwo: Springer
ISBN: 9783540719717
Rok wydania: 2007
Oprawa: oprawa twarda
Waga: 0.93 kg

Recenzje: Applied Statistics Using SPSS, STATISTICA, MATLAB and R - Joaquim P. Marques de Sá