Statistical Methods in the Atmospheric Sciences: An Introduction (International Geophysics, Vol 59)
Published in Hardcover by Academic Press (January, 1995)
Author: Daniel S. Wilks
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Essential for students; valuable for researchers

The quintessential text and reference.

The Bible for Atmoshperic Sciences
Theory and Application of the Linear Model
Published in Paperback by Brooks Cole (March, 2000)
Author: Franklin A. Graybill
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Graduate Level Text

Amazon is slow

general linear model
Work Shop Statistics
Published in Hardcover by Springer-Verlag New York (1997)
Authors: Allan J. Rossman and J. Barr Von Oehsen
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Really easy to understand. Great way to explore your TI-83.

A High School Math Teacher's Point of View

Complicated but easy to understand.
Applied Linear Regression
Published in Hardcover by John Wiley & Sons (July, 1985)
Author: Sanford Weisberg
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Good overview

An excellent introduction to linear regression
Applied Nonparametric Statistics
Published in Hardcover by Wadsworth Publishing (August, 1997)
Author: Wayne W. Daniel
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OK

Now Available in Paperback
The Bayesian Choice: A Decision-Theoretic Motivation (Springer Texts in Statistics)
Published in Hardcover by Springer Verlag (January, 1996)
Author: Christian P. Robert
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A thorough description of bayesian statistics

Why you should be bayesian
Statistical Methods for Health Care Research
Published in Paperback by Lippincott Williams & Wilkins Publishers (April, 1993)
Authors: Barbara H. Munro, Ellis B. Page, and Madelon A. Visintainer
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Great book

A very user friendly approach to understanding statistics.

Statistical Methods for Health Care Research
Statistical Principles In Experimental Design
Published in Hardcover by McGraw-Hill Humanities/Social Sciences/Languages (01 February, 1991)
Authors: Donald R. Brown, Kenneth M. Michels, and Benjamin J. Winer
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Slow going

The best experimental analysis book around

I am curious about your technique for unequal sample sizes
Statistics for Spatial Data
Published in Hardcover by Wiley-Interscience (15 January, 1993)
Author: Noel A. C. Cressie
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Bible or Paperweight? I hope you are a mathematical guru!

the bible for spatial statistics

The best book for Geostatistician and not only ...
Time Series Analysis: Univariate and Multivariate Methods
Published in Paperback by Pearson Education POD (1990)
Authors: William W.S. Wei and David P. Reilly
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Not only concise ,but also helpful

Good book for learning time series analysis in full depth

nice coverage of multivariate time series
Statistical methods are introduced in the context of their application. The emphasis is on solutions to meteorological problems rather than on the statistical methods per se. Although I see this approach as a major strength of the book, one result is that the book may be of less interest to non-atmospheric scientists. Limitations of the methods are discussed, and the reader is given considerable assistance in interpreting the statistical results of the methods covered. The mathematical back ground is kept at a level that should be digestible by most students. Equations are relatively few, but not lacking, so the mathematically shy should be able to gain a lot from the book. The text is excellently written: very clear and the logical development is very smooth. I think in time this book will prove to appeal to a wide range of atmospheric scientists.