Peter Goos, division of facts, collage of Leuven, school of Bio-Science Engineering and college of Antwerp, college of utilized Economics, Belgium
David Meintrup, division of arithmetic and facts, collage of technologies Ingolstadt, college of Mechanical Engineering, Germany
Thorough presentation of introductory facts and chance idea, with quite a few examples and purposes utilizing JMP
JMP: Graphs, Descriptive facts and Probability offers an obtainable and thorough assessment of crucial descriptive records for nominal, ordinal and quantitative information with specific cognizance to graphical representations. The authors distinguish their method from many glossy textbooks on descriptive information and chance idea via supplying a mix of theoretical and mathematical intensity, and transparent and distinctive reasons of techniques. through the e-book, the easy, interactive statistical software program package deal JMP is used for calculations, the computation of possibilities and the construction of figures. The examples are defined intimately, and observed by way of step by step directions and screenshots. The reader will hence improve an knowing of either the statistical concept and its applications.
Traditional graphs akin to needle charts, histograms and pie charts are incorporated, in addition to the extra smooth mosaic plots, bubble plots and warmth maps. The authors speak about likelihood concept, quite discrete chance distributions and non-stop chance densities, together with the binomial and Poisson distributions, and the exponential, basic and lognormal densities. They use quite a few examples all through to demonstrate those distributions and densities.
Key features:
- Introduces every one idea with functional examples and demonstrations in JMP.
- Provides the statistical conception together with particular mathematical derivations.
- Presents illustrative examples in each one bankruptcy followed by way of step by step directions and screenshots to assist enhance the reader’s figuring out of either the statistical thought and its applications.
- A assisting site with info units and different instructing materials.
This ebook is both geared toward scholars in engineering, economics and average sciences who take sessions in information in addition to at masters/advanced scholars in utilized data and chance idea. For lecturers of utilized data, this publication offers a wealthy source in fact fabric, examples and applications.
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