Planning, Construction and Statistical Analysis of Comparative Experiments - это книга, написанная Фрэнсисом Гиесбрехтом Г., которая является ценным руководством для проведения экспериментов и анализа данных в различных областях. Экспериментальный дизайн является важным компонентом научного метода.
В книге даны рекомендации по планированию эффективных исследований. В ней представлены дизайны для широкого круга экспериментальных ситуаций, которые ранее не были доступны в доступной форме.
Planning Construction and Statistical Analysis Of Comparative Experiments by Francis Giesbreach, G provides guidance for efficient investigations using experimental design. It covers a wide range experimental set-ups across numerous applications. The book is relevant to Physical Sciences, Engineering, Biology and Social Sciences. The methods reviewed in this book are well suited for Statistical Consulting and educate readers in formulating Research Questions, Hypotheses Testing, Estimation and Data Analysis. The formulation of Dividing Plots into Stratas, Half Split Plots and Strip Split Plot Designs, Power and Sample Size Calculations, are all covered. Readers will gain access to SAS code on a complimentary website. Editors carefully considered the languages used to make the book accessible to professionals from diverse backgrounds wishing to learn about experimental research methods. Plant Sciences, animal Sciences and Industrial Engineering researchers will all find this book beneficial.
Электронная Книга «Planning, Construction, and Statistical Analysis of Comparative Experiments» написана автором Francis Giesbrecht G. в году.
Минимальный возраст читателя: 0
Язык: Английский
ISBN: 9780471476481
Описание книги от Francis Giesbrecht G.
A valuable guide to conducting experiments and analyzing data across a wide range of applications Experimental design is an important component of the scientific method. This book provides guidance on planning efficient investigations. It compiles designs for a wide range of experimental situations not previously found in accessible form. Focusing on applications in the physical, engineering, biological, and social sciences, Planning, Construction, and Statistical Analysis of Comparative Experiments is a valuable guide to designing experiments and correctly analyzing and interpreting the results. The authors draw on their years of experience in the classroom and as statistical consultants to research programs on campus, in government, and in industry. The object is always to strike the right balance between mathematical necessities and practical constraints. Serving both as a textbook for students of intermediate statistics and a hands-on reference for active researchers, the text includes: A wide range of applications, including agricultural sciences, animal and biomedical sciences, and industrial engineering studies General formulas for estimation and hypothesis testing, presented in a unified and simplified manner Guidelines for evaluating the power and efficiency of designs that are not perfectly balanced New developments in the design of fractional factorials with non-prime numbers of levels in mixed-level fractional factorials Detailed coverage on the construction of plans and the relationship among categories of designs Thorough coverage of balanced, lattice, cyclic, and alpha designs Strategies for sequences of fractional factorials Data sets and SAS® code on a companion web site An ideal handbook for the investigator planning a research program, the text comes complete with detailed plans of experiments and alternative approaches for added flexibility.
