An introduction into fundamental concepts in statistics. It includes chapters on: short exposition of probability theory, using generic examples; estimation in theory and practice, using biologically motivated examples; and, Hypothesis testing with emphasis on concepts, particularly type-I , type-II errors, and interpreting test results.
An introduction into fundamental concepts in statistics. It includes chapters on: short exposition of probability theory, using generic examples; esti...
This richly illustrated book provides an overview of the design and analysis of experiments with a focus on non-clinical experiments in the life sciences, including animal research. It covers the most common aspects of experimental design such as handling multiple treatment factors and improving precision. In addition, it addresses experiments with large numbers of treatment factors and response surface methods for optimizing experimental conditions or biotechnological yields.
The book emphasizes the estimation of effect sizes and the principled use of statistical arguments in...
This richly illustrated book provides an overview of the design and analysis of experiments with a focus on non-clinical experiments in the li...
