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Elementary Statistics Using JMP

Elementary Statistics Using JMP


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About the Book

Learn how to perform basic statistical analyses using the powerful JMP software. Elementary Statistics Using JMP bridges the gap between statistics texts and JMP documentation. Author Sandra Schlotzhauer opens with an explanation of the basics of JMP data tables, demonstrating how to use JMP for descriptive statistics and graphs. The author continues with a lucid discussion of fundamental statistical concepts, including normality and hypothesis testing. Using a step-by-step approach, she shows analyses for comparing two groups, comparing multiple groups, fitting regression equations, and exploring contingency tables. For each analysis, the author clearly explains assumptions, the statistical approach, the JMP steps and results, and how to make conclusions from the results. Statistical methods include: *histograms, box plots, descriptive statistics, stem-and-leaf plots *mosaic plots, bar charts, and treemaps *t-tests and Wilcoxon tests to compare two independent or paired groups *one-way ANOVA and Kruskal-Wallis tests, and selected multiple comparison techniques *Pearson and Spearman correlation coefficients *regression models for lines, curves, and multiple variables *residuals plots and lack-of-fit tests for regression *Chi-square tests, Fisher's Exact test, and measures of association for contingency tables. Understand how to interpret both the graphs and text reports, as well as how to customize JMP results to meet your needs. Packed with examples from a broad range of industries, this text is ideal for novice to intermediate JMP users. Prior statistical knowledge, JMP experience, or programming skills are not required.

Review :
"This book is a great overview of the use of JMP software to perform elementary statistical methods. It is packed with examples and takes the reader through the step-by-step menu clicks necessary to execute each analysis task. This book would be an excellent companion to the main text in an elementary statistics course in which JMP software was available to the students. It would also be of use to a wide range of researchers and scientists, both in academia and industry, who need to perform elementary statistical analyses on their data. One of the greatest strengths of the approach used in this book is that the reader gets an explanation of each statistical method, along with a contrast of the method with other similar statistical methods. This presentation strategy prevents the JMP user from applying statistical analysis techniques incorrectly. I would highly recommend this book to JMP users, and to those interested in learning JMP to analyze data. The book's contents are widely applicable to data in a number of research fields."


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Product Details
  • ISBN-13: 9781599943756
  • Publisher: SAS Publishing
  • Publisher Imprint: SAS Publishing
  • Height: 235 mm
  • Returnable: N
  • Weight: 806 gr
  • ISBN-10: 1599943751
  • Publisher Date: 27 Apr 2007
  • Binding: Paperback
  • Language: English
  • Spine Width: 24 mm
  • Width: 191 mm


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