Books  Sustainable Development  Agriculture & Food 

Practical Statistics and Experimental Design for Plant and Crop Science

Handbook / Manual

By: Alan Clewer and David Scarisbrick

332 pages, Figs, tabs

John Wiley & Sons

Paperback | Jan 2001 | #118059 | ISBN: 0471899097
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NHBS Price: £64.95 $81/€75 approx
Hardback | Jan 2001 | #152663 | ISBN: 0471899089
Temporarily out of stock: order now to get this when available Details
NHBS Price: £213.00 $266/€246 approx

About this book

Provides an introduction to the principles of plant and crop experimentation and how statistics are used in the design and analysis of experiments.

...suitable for a practical course to science students wishing to appreciate statistical methods in agricultural and environmental research. (Short Book Reviews, Vol. 21, No. 2, August 2001) "...useful to undergraduate students..." (Zentralblatt MATH, Vol. 961, 2001/11)


Contents

Preface. Basic Principles of Experimentation. Basic Statistical Calculations. Basic Data Summary. The Normal Distribution, the t--Distribution and Confidence Intervals. Introduction to Hypothesis Testing. Comparison of Two Independent Sample Means. Linear Regression and Correlation. Curve Fitting. The Completely Randomised Design. The Randomised Block Design. The Latin Square Design. Factorial Experiments. Comparison of Treatment Means. Checking the Assumptions and Transformation of Data. Missing Values and Incomplete Blocks. Split Plot Designs Comparison of Regression Lines and Analysis of Covariance. Analysis of Counts. Some Non--parametric Methods. Appendix 1: The Normal Distribution Function. Appendix 2: Percentage Points of the Normal Distribution. Appendix 3: Percentage Points of the t--Distribution. Appendix 4a: 5 Per Cent Points of the F--Distribution. Appendix 4b: 2.5 Per Cent Points of the F--Distribution. Appendix 4c: 1 Per Cent Points of the F--Distribution. Appendix 4d: 0.1 Per Cent Points of the F--Distribution. Appendix 5: Percentage Points of the Sample Correlation Coefficient (r) When the Population Correlation Coefficient is 0 and n is the Number of X.Y. Pairs. Appendix 6: 5 Per Cent Points of the Studentised Range, for Use in Tukey and SNK Tests. Appendix 7: Percentage Points of the Chi--Square Distribution. Appendix 8: Probabilities of S or Fewer Successes in the Binomial Distribution with n 'trials' and p = 0.5. Appendix 9: Critical Values of T in the Wilcoxon Signed Rank or Matched Pairs Test. Appendix 10: Critical Values of U in the Mann--Whitney Test. References. Further Reading. Index.

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Biography

Alan G. Clewer and David H. Scarisbrick T. H. Huxley School of Environment, Earth Sciences and Engineering, Imperial College at Wye, Ashford, Kent, UK

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