Exploratory Data Analysis with MATLAB

Description

Exploratory data analysis (EDA) was conceived at a time when computers were not widely used, and thus computational ability was rather limited. As computational sophistication has increased, EDA has become an even more powerful process for visualizing and summarizing data before making model assumptions to generate hypotheses, encompassing larger and more complex data sets. There are many resources for those interested in the theory of EDA, but this is the first book to use MATLAB to illustrate the computational aspects of this discipline. Exploratory Data Analysis with MATLAB presents the methods of EDA from a computational perspective. The authors extensively use MATLAB code and algorithm descriptions to provide state-of-the-art techniques for finding patterns and structure in data. Addressing theory, they also incorporate many annotated references to direct readers to the more theoretical aspects of the methods. The book presents an approach using the basic functions from MATLAB and the MATLAB Statistics Toolbox, in order to be more accessible and enduring. It also contains pseudo-code to enable users of other software packages to implement the algorithms. This text places the tools needed to implement EDA theory at the fingertips of researchers, applied mathematicians, computer scientists, engineers, and statisticians by using a practical/computational approach.




MIRROR : paid4share.com


Download from Depositfiles

Download from FileFactory


$$ Buy "Exploratory Data Analysis with MATLAB" on Amazon $$

Please check the description for download links if any or do a search to find alternative books.

Can't Download?
Please search mirrors if you can't find download links for "Exploratory Data Analysis with MATLAB" in "Description" and someone else may update the links. Check the comments when back to find any updates.

Search Mirrors
Maybe some mirror pages will be helpful, search this book at top of this page or click here to find more info.

1. Ebooks list page : 1484
2. Exploratory Data Analysis with MATLAB (Computer Science and Data Analysis)
3. Exploratory Data Analysis with MATLAB (Computer Science and Data Analysis)
4. Glenn J. Myatt, Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mini
5. Glenn J. Myatt, ?Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining?
6. Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining
7. "Exploratory Analysis and Data Modeling in Functional N
8. Exploratory Analysis of Spatial and Temporal Data
9. Exploratory Analysis and Data Modeling in Functional Neuroimaging
10. Applications, Basics, and Computing of Exploratory Data Analysis
11. Exploratory Analysis and Data Modeling in Functional Neuroimaging
12. Exploratory Analysis of Spatial and Temporal Data: A Systematic Approach
13. Exploratory Analysis of Spatial and Temporal Data A Systematic Approach
14. Exploratory.Analysis.of.Spatial.and.Temporal.Data.A.Systematic.Approach
15. Exploratory Analysis and Data Modeling in Functional Neuroimaging (Neural Information Processing)
16. Exploratory Analysis of Spatial and Temporal Data: A Systematic Approach