By Peter Goos, David Meintrup
Peter Goos, division of records, college of Leuven, college of Bio-Science Engineering and collage of Antwerp, school of utilized Economics, Belgium
David Meintrup, division of arithmetic and statistics, collage of technologies Ingolstadt, school of Mechanical Engineering, Germany
Thorough presentation of introductory records and chance idea, with a number of examples and purposes utilizing JMP
JMP: Graphs, Descriptive facts and Probability offers an obtainable and thorough evaluate of crucial descriptive statistics for nominal, ordinal and quantitative facts with specific awareness to graphical representations. The authors distinguish their technique from many glossy textbooks on descriptive facts and chance concept by way of supplying a mix of theoretical and mathematical intensity, and transparent and precise causes of strategies. in the course of the publication, the undemanding, interactive statistical software program package deal JMP is used for calculations, the computation of percentages and the construction of figures. The examples are defined intimately, and observed via step by step directions and screenshots. The reader will for that reason advance an knowing of either the statistical thought and its applications.
Traditional graphs equivalent to needle charts, histograms and pie charts are integrated, in addition to the extra sleek mosaic plots, bubble plots and warmth maps. The authors speak about likelihood concept, rather discrete likelihood distributions and non-stop chance densities, together with the binomial and Poisson distributions, and the exponential, common and lognormal densities. They use quite a few examples all through to demonstrate those distributions and densities.
- Introduces every one inspiration with sensible examples and demonstrations in JMP.
- Provides the statistical concept together with special mathematical derivations.
- Presents illustrative examples in each one bankruptcy followed by way of step by step directions and screenshots to aid boost the reader’s realizing of either the statistical concept and its applications.
- A aiding site with facts units and different educating materials.
This ebook is both geared toward scholars in engineering, economics and ordinary sciences who take periods in facts in addition to at masters/advanced scholars in utilized information and likelihood thought. For academics of utilized facts, this booklet presents a wealthy source in fact fabric, examples and applications.