More than a textbook—it’s also a valuable reference book for researchers and crop science professionals! The Handbook of Statistics for Teaching and Research in Plant and Crop Science presents the fundamental concepts of important statistical methods and experimental designs to the students and researchers who need to apply them to their own specific problems. This comprehensive handbook takes what can be the difficult and confusing topics of statistics and experimental design and explains them in easily understandable terms, making them accessible to nearly every reader. More than a student textbook, it is an essential reference for researchers and professionals in a multitude of fields.
Designed as a two-semester statistical textbook, the first section of the Handbook of Statistics for Teaching and Research in Plant and Crop Science focuses on statistical concepts, providing a foundation of useful knowledge on which you can base your own research. The second section concentrates on experimental designs in plant and crop sciences. The material is presented in a way that helps readers with a minimum of mathematical background to understand important theories and concepts. Derivations of formulas are avoided, and mathematical symbols are used only when essential. To illustrate the computational procedures, data is drawn from actual experiments. At the end of each chapter, examples and exercises are given to provide clear insight into real-life problems. A comprehensive appendix of clearly presented statistical tables is included.
Part One of Handbook of Statistics for Teaching and Research in Plant and Crop Science focuses on statistical methods, principles, and procedures, exploring:
methods of display of statistical information, such as tables, diagrams, graphs, etc.
symbols and their use in denoting variables
descriptions of types of statistical data
methods of computation from raw and graphed data
the importance of studying variables and dispersion in research
the use of normal probability integral tables and their application to practical problems
descriptions of different types of experiments, such as determinate and nondeterminate
the significance of expected value in research
special techniques in descriptive statistics
explanations of population, sample, and statistical inference
the significance of null hypothesis in research
methods of correlation studies
assumptions and principles in regression analysis
Part Two concentrates on experimental design, principles and procedures, exploring:
basic principles of experimental design
the fundamental concepts of linear models and analysis of variance
method and layout of Completely Randomized Design (CRD)
the advantages and disadvantages of Randomized Complete Block Design (RCBD)
methods and procedures for comparison of several treatment means
the important features of Latin Square Design
factorial experiments
split plot design
completely confounded design
analysis of covariance
the Chi Square Test of Significance
the transformation of experimental data
quality control
and so much more!
The Handbook of Statistics for Teaching and Research in Plant and Crop Science serves not only as a textbook for instructors and students in experimental design and statistics but also as a reference book on plant and crop sciences for professionals and researchers. The comprehensive text is also useful for professionals in other statistic-heavy fields.
