Environmental Data Analysis with Matlab 2nd Edition William 0128045507 9780128044889 9780128045503

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Product details:

• ISBN 10: 0128045507
• ISBN 13: 9780128044889, 9780128045503 
• Author: William Menke

Since publication of the bestselling Environmental Data Analysis with MATLAB®, many advances have been made in environmental data analysis. This new edition expands fundamentally on the original with an expanded tutorial approach, with new crib sheets and problem sets providing a clear learning path for students and researchers working to analyze real data sets in the environmental sciences. One only has to consider the global warming debate to realize how critically important it is to be able to derive clear conclusions from often-noisy data drawn from a broad range of sources. The work teaches the basics of the underlying theory of data analysis and then reinforces that knowledge with carefully chosen, realistic scenarios. MATLAB®, a commercial data processing environment, is used in these scenarios; significant content is devoted to teaching how it can be effectively used in an environmental data analysis setting. This new edition, though written in a self-contained way, is supplemented with data and MATLAB® scripts that can be used as a data analysis tutorial.

Table of contents:

1: Data analysis with MatLab
2: A first look at data
3: Probability and what it has to do with data analysis
4: The power of linear models
5: Quantifying preconceptions
6: Detecting periodicities
7: The past influences the present
8: Patterns suggested by data
9: Detecting correlations among data
10: Filling in missing data
12: Are my results significant?

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