Applied Multivariate Statistical Analysis
ISBN: 3540722432
Category: Technical
Tag: Science/Engineering
Posted on 20070811, updated at 20100602. By anonymous.
Description
Applied Multivariate Statistical Analysis
Springer  ISBN 3540722432  2007  PDF  280 pages  8.56 MB
This is probably the best applied statistics book I have ever read. It is not one of the "for dummies" book, it does use some linear algebra and requires some knowledge of elementary statistics, but at the same time it is very clear and understandable. I think this is the only reasonable approach  whatever you are told, you cannot understand statistics if you are not prepared  you can't run before you learn to walk. If you buy a "statistics for dummies" you will only waste your money  you will learn a few names of statistical methods (and possibly what to click in your favourite stats program) but you will not be able to use them.
The authors start with a few examples, then lay out the formalism, and then use it in introducing various methods and techniques. The level of generality is not very high and you can read the book without the knowledge of, say, modern integration theory, yet it is sufficient for all the APPLIED problems that the reader is likely to meet in his/her work. (If you want to publish papers in AMSTAT journals you will have to learn more)
A potential strength of this book is the electronic version which you can download using the code given at the end of the book, but I haven't done this so far. I assume that if you travel a lot you can carry the book on your laptop instead of your backpack. I have downloaded Xplore and find it quite nice, however, my stats system of choice is R, so I used this instead.
There are some minor problems: for example there are some typos (some of them quite serious) and the end of chapter problems are not challenging enough (most can be done by inspection or by plugging numbers into Xplore). Speaking of the problems, the authors say that there is a solution manual, but it does not seem possible to get hold of it in any way. Still, the problems are so simple, that no solutions manual seems necessary.
All in all, I highly recommend this book. Both thumbs up!
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Comments
2 Comments for "Applied Multivariate Statistical Analysis":

Kindly download the 'Multivariate Analysis by T. Anderson
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Applied Multivariate Statistical Analysis Johnson and Wichern
An Introduction to Multivariate Statistical Analysis T W Anderson
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