Experimental Designs
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Experimental And Quasi Experimental Designs For Research
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Author : Donald T. Campbell
language : en
Publisher: Ravenio Books
Release Date : 2015-09-03
Experimental And Quasi Experimental Designs For Research written by Donald T. Campbell and has been published by Ravenio Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-03 with Psychology categories.
We shall examine the validity of 16 experimental designs against 12 common threats to valid inference. By experiment we refer to that portion of research in which variables are manipulated and their effects upon other variables observed. It is well to distinguish the particular role of this chapter. It is not a chapter on experimental design in the Fisher (1925, 1935) tradition, in which an experimenter having complete mastery can schedule treatments and measurements for optimal statistical efficiency, with complexity of design emerging only from that goal of efficiency. Insofar as the designs discussed in the present chapter become complex, it is because of the intransigency of the environment: because, that is, of the experimenter’s lack of complete control.
Modern Experimental Design
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Author : Thomas P. Ryan
language : en
Publisher: John Wiley & Sons
Release Date : 2006-12-22
Modern Experimental Design written by Thomas P. Ryan and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-12-22 with Mathematics categories.
A complete and well-balanced introduction to modern experimental design Using current research and discussion of the topic along with clear applications, Modern Experimental Design highlights the guiding role of statistical principles in experimental design construction. This text can serve as both an applied introduction as well as a concise review of the essential types of experimental designs and their applications. Topical coverage includes designs containing one or multiple factors, designs with at least one blocking factor, split-unit designs and their variations as well as supersaturated and Plackett-Burman designs. In addition, the text contains extensive treatment of: Conditional effects analysis as a proposed general method of analysis Multiresponse optimization Space-filling designs, including Latin hypercube and uniform designs Restricted regions of operability and debarred observations Analysis of Means (ANOM) used to analyze data from various types of designs The application of available software, including Design-Expert, JMP, and MINITAB This text provides thorough coverage of the topic while also introducing the reader to new approaches. Using a large number of references with detailed analyses of datasets, Modern Experimental Design works as a well-rounded learning tool for beginners as well as a valuable resource for practitioners.
Experimental And Quasi Experimental Designs For Generalized Causal Inference
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Author : William R. Shadish
language : en
Publisher: Cengage Learning
Release Date : 2002
Experimental And Quasi Experimental Designs For Generalized Causal Inference written by William R. Shadish and has been published by Cengage Learning this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Education categories.
Sections include: experiments and generalised causal inference; statistical conclusion validity and internal validity; construct validity and external validity; quasi-experimental designs that either lack a control group or lack pretest observations on the outcome; quasi-experimental designs that use both control groups and pretests; quasi-experiments: interrupted time-series designs; regresssion discontinuity designs; randomised experiments: rationale, designs, and conditions conducive to doing them; practical problems 1: ethics, participation recruitment and random assignment; practical problems 2: treatment implementation and attrition; generalised causal inference: a grounded theory; generalised causal inference: methods for single studies; generalised causal inference: methods for multiple studies; a critical assessment of our assumptions.
Experimental Designs
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Author : William Gemmell Cochran
language : en
Publisher: New York ; Toronto : Wiley
Release Date : 1957-01-15
Experimental Designs written by William Gemmell Cochran and has been published by New York ; Toronto : Wiley this book supported file pdf, txt, epub, kindle and other format this book has been release on 1957-01-15 with Mathematics categories.
Methods for increasing the accuracy of experiments. Notes on the statistical analysis of the results. Completely randomized, randomized block, and latin square designs. Factorial experiments. Confounding. Factorial experiments in fractional replication. Factorial experiments with main effects confounded: splitplot designs. Factorial experiments confounded in quasi-latin squares. Some methods for the study of response surfaces. Incomplete block designs. Lattice designs. Balanced and partially balanced incomplete block designs. Lattice squares. Incomplete latin squares. Analysis of the results of a series of experiments. Random permutations of 9 and 16 numbers.
Experimental Design
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Author : J. Krauth
language : en
Publisher: Elsevier
Release Date : 2000-12-11
Experimental Design written by J. Krauth and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-12-11 with Education categories.
Scientists planning experiments in medical and behavioral research will find this handbook and dictionary an invaluable desk reference tool. Also recommended as a textbook for students of Experimental Design or accompanying courses in Statistics. Principles of experimental design are introduced, techniques of experimental design are described, and advantages and disadvantages of often used designs are discussed. This two-part volume, a handbook of experimental design and a dictionary providing short explanations for many terms related to experimental design, contains information that will not quickly become outdated.
Experimental And Quasi Experimental Designs For Research
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Author : Donald Thomas Campbell
language : en
Publisher: Rand McNally
Release Date : 1966
Experimental And Quasi Experimental Designs For Research written by Donald Thomas Campbell and has been published by Rand McNally this book supported file pdf, txt, epub, kindle and other format this book has been release on 1966 with Science categories.
The survey draws from the social sciences in general, and the methodological recommendations are correspondingly broadly appropriate.
Theory And Application Of Uniform Experimental Designs
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Author : Kai-Tai Fang
language : en
Publisher: Springer
Release Date : 2018-10-02
Theory And Application Of Uniform Experimental Designs written by Kai-Tai Fang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-02 with Mathematics categories.
The book provides necessary knowledge for readers interested in developing the theory of uniform experimental design. It discusses measures of uniformity, various construction methods of uniform designs, modeling techniques, design and modeling for experiments with mixtures, and the usefulness of the uniformity in block, factorial and supersaturated designs. Experimental design is an important branch of statistics with a long history, and is extremely useful in multi-factor experiments. Involving rich methodologies and various designs, it has played a key role in industry, technology, sciences and various other fields. A design that chooses experimental points uniformly scattered on the domain is known as uniform experimental design, and uniform experimental design can be regarded as a fractional factorial design with model uncertainty, a space-filling design for computer experiments, a robust design against the model specification, and a supersaturated design and can be applied to experiments with mixtures.
Experimental Designs And Psychometric Techniques For The Study Of Ride Quality Final Report
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Author : M. Dean Havron
language : en
Publisher:
Release Date : 1977
Experimental Designs And Psychometric Techniques For The Study Of Ride Quality Final Report written by M. Dean Havron and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with categories.
Experimental Designs
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Author : Barak Ariel
language : en
Publisher: SAGE
Release Date : 2022-03
Experimental Designs written by Barak Ariel and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03 with Psychology categories.
The fourth book in The SAGE Quantitative Research Kit, this resource covers the basics of designing and conducting basic experiments, outlining the various types of experimental designs available to researchers, while providing step-by-step guidance on how to conduct your own experiment. Practical and succintly written, this book will give you the know-how and confidence needed to succeed on your quantitative research journey.
Optimum Experimental Designs With Sas
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Author : Anthony Atkinson
language : en
Publisher: OUP Oxford
Release Date : 2007-05-24
Optimum Experimental Designs With Sas written by Anthony Atkinson and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-05-24 with Mathematics categories.
Experiments on patients, processes or plants all have random error, making statistical methods essential for their efficient design and analysis. This book presents the theory and methods of optimum experimental design, making them available through the use of SAS programs. Little previous statistical knowledge is assumed. The first part of the book stresses the importance of models in the analysis of data and introduces least squares fitting and simple optimum experimental designs. The second part presents a more detailed discussion of the general theory and of a wide variety of experiments. The book stresses the use of SAS to provide hands-on solutions for the construction of designs in both standard and non-standard situations. The mathematical theory of the designs is developed in parallel with their construction in SAS, so providing motivation for the development of the subject. Many chapters cover self-contained topics drawn from science, engineering and pharmaceutical investigations, such as response surface designs, blocking of experiments, designs for mixture experiments and for nonlinear and generalized linear models. Understanding is aided by the provision of "SAS tasks" after most chapters as well as by more traditional exercises and a fully supported website. The authors are leading experts in key fields and this book is ideal for statisticians and scientists in academia, research and the process and pharmaceutical industries.