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New Developments And Applications In Experimental Design
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Book Synopsis New Developments and Applications in Experimental Design by :
Download or read book New Developments and Applications in Experimental Design written by and published by . This book was released on 1998 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This e-book is the product of Project Euclid and its mission to advance scholarly communication in the field of theoretical and applied mathematics and statistics. Project Euclid was developed and deployed by the Cornell University Library and is jointly managed by Cornell and the Duke University Press.
Book Synopsis New Developments in Behavioral Research: Theory, Method and Application by : Barbara C. Etzel
Download or read book New Developments in Behavioral Research: Theory, Method and Application written by Barbara C. Etzel and published by Routledge. This book was released on 2020-09-10 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published in 1977, these examples of research and scholarly argument were collected in honor of Professor Sidney W. Bijou. In the language of academics, they constitute a Festschrift: a festival of scholarly writing, performed to celebrate the career of a person who produced, and stimulated others to produce, exactly such contributions throughout a long, valuable, and productive professional history. Since 1955, Dr Bijou had worked almost exclusively within the approach variously labelled as the functional analysis of behavior, the experimental analysis of behavior, operant conditioning, or Skinnerian psychology. From his point of view, it seems clear, the first of these labels was the correct one. It was the principle of objective, direct, observable analysis that attracted him.
Book Synopsis Some New Developments of Experimental Designs and Their Applications by : Yuxuan Lin
Download or read book Some New Developments of Experimental Designs and Their Applications written by Yuxuan Lin and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experimental design is an important branch in statistics and has been widely applied to various fields of industry, system engineering, and others. There are diverse design and modeling methods for different purposes. Among them, the orthogonal design (OD), optimal regression design including the D-optimal design (DOD) and uniform design (UD) have been widely employed. However, there are various open problems involving these designs. My research during the doctor study period tries to solve several problems. Most of the new results have been published in several international journals (see the list of my publications). My dissertation is based on some of these publications. The orthogonal design is the most popular method having a long history. It based on some additive ANOVA models incorporating main effects, interaction effects and random error. A good orthogonal design is able to obtain an efficient estimation for requested effects with a small number of experimental runs. The effects that are less important according to the hierarchical ordering principle can be confounded for saving the number of runs. There are various criteria including the minimum aberration and the uniformity measure for evaluating the orthogonal designs in the literature. To evaluate and avoid the confounding situation of projected saturated symmetric orthogonal designs, we (Lin and Fang (2019)) proposed a criterion "the main effect confounding pattern" (MECP). The new criterion MECP is consistent with other criteria including discrepancies, and the generalized word-length pattern. In the meanwhile, MECP can provide more information about statistical performances in the classification for projection designs than the other criteria, providing an approach to finding the best main effect arrangement for the experimenter. I also participated in the projects "New non-isomorphic detection methods for orthogonal designs" and "Detecting non-isomorphic orthogonal designs" for developing more techniques of the identification and detection of non-isomorphic orthogonal designs. In conservative view, isomorphic orthogonal designs ought to have the same statistical performance. However, MECP indicates that the isomorphism does not imply the equivalence of orthogonal designs. A good design for experiments should consider both effectiveness and robustness. Each design method is based on a given model. The OD is based on ANOVA models, whereas the D-optimal regression design is based on regression models, and the uniform design is on the overall mean model. These models have many unknown parameters to be estimated. A design is effective if it provides a more accurate (or even the best) estimate for the unknown model parameters. If the underlying model is not completely known, the robustness requests the design to perform at the same level when the model changes. If the underlying regression model is known, the D-optimal design (DOD) is the most effective on parameter estimation, but DOD is not robust against the model change. The uniform design is robust against the model change, but they are less efficient if the underlying model is completely known and more accurate than the overall mean model. The orthogonal design has good performance in both of efficiency and robustness, but it has a large space for improvements. To incorporate both robustness and effectiveness, we (Fang, Lin and Peng (2022)) proposed a new type of composite designs. According to the performances on prediction mean square error in selected practical models, the recommendation of designs is addressed. Many case studies are investigated, and the application to the chemometrics is mentioned. With the development of science and technology, computer experiments have gained more and more attention in past decades. Engineers and scientists have implemented computer simulations on physical systems due to the complex relationships between the inputs and outputs. Many space-filling designs including the latin hypercube design and the uniform design have been proposed and widely used in real case studies. Fang, Li, and Sudjianto (2005) gave a comprehensive introduction to the design and modeling of computer experiments. Due to the computational complexity of constructing UDs, the current widely used the uniform designs (UD) are constructed over a discrete (lattice points) space. If the factors of interest are continuous and involved in a computer experiment, we wish the levels of factors are allowed to be continuous in the design since the corresponding experimental cost is not affected. In the literature, most of UDs are constructed by a stochastic heuristic, threshold accepting algorithm. However, this algorithm is not suitable on the continuous domain. Note that constructing UD is minimizing a given discrepancy and is an optimization problem. We (Lai, Fang, Peng, Lin (2021)) proposed an approach to searching UDs on a continuous domain by coordinate descent methods. Several case studies show that the UDs on the continuous domain can improve the experimental achievement compared to the UDs on the discrete domain.
Book Synopsis The Design and Analysis of Computer Experiments by : Thomas J. Santner
Download or read book The Design and Analysis of Computer Experiments written by Thomas J. Santner and published by Springer. This book was released on 2019-01-08 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes methods for designing and analyzing experiments that are conducted using a computer code, a computer experiment, and, when possible, a physical experiment. Computer experiments continue to increase in popularity as surrogates for and adjuncts to physical experiments. Since the publication of the first edition, there have been many methodological advances and software developments to implement these new methodologies. The computer experiments literature has emphasized the construction of algorithms for various data analysis tasks (design construction, prediction, sensitivity analysis, calibration among others), and the development of web-based repositories of designs for immediate application. While it is written at a level that is accessible to readers with Masters-level training in Statistics, the book is written in sufficient detail to be useful for practitioners and researchers. New to this revised and expanded edition: • An expanded presentation of basic material on computer experiments and Gaussian processes with additional simulations and examples • A new comparison of plug-in prediction methodologies for real-valued simulator output • An enlarged discussion of space-filling designs including Latin Hypercube designs (LHDs), near-orthogonal designs, and nonrectangular regions • A chapter length description of process-based designs for optimization, to improve good overall fit, quantile estimation, and Pareto optimization • A new chapter describing graphical and numerical sensitivity analysis tools • Substantial new material on calibration-based prediction and inference for calibration parameters • Lists of software that can be used to fit models discussed in the book to aid practitioners
Book Synopsis Quality by Experimental Design by : Thomas B. Barker
Download or read book Quality by Experimental Design written by Thomas B. Barker and published by CRC Press. This book was released on 2016-01-27 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: Achieve Technological Advancements in Applied Science and Engineering Using Efficient Experiments That Consume the Least Amount of ResourcesWritten by longtime experimental design guru Thomas B. Barker and experimental development/Six Sigma expert Andrew Milivojevich, Quality by Experimental Design, Fourth Edition shows how to design and analyze ex
Download or read book ICoRD'13 written by Amaresh Chakrabarti and published by Springer Science & Business Media. This book was released on 2013-01-12 with total page 1404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book showcases over 100 cutting-edge research papers from the 4th International Conference on Research into Design (ICoRD’13) – the largest in India in this area – written by eminent researchers from over 20 countries, on the design process, methods and tools, for supporting global product development (GPD). The special features of the book are the variety of insights into the GPD process, and the host of methods and tools at the cutting edge of all major areas of design research for its support. The main benefit of this book for researchers in engineering design and GPD are access to the latest quality research in this area; for practitioners and educators, it is exposure to an empirically validated suite of methods and tools that can be taught and practiced.
Book Synopsis Experimental Design Research by : Philip Cash
Download or read book Experimental Design Research written by Philip Cash and published by Springer. This book was released on 2016-05-17 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a new, multidisciplinary perspective on and paradigm for integrative experimental design research. It addresses various perspectives on methods, analysis and overall research approach, and how they can be synthesized to advance understanding of design. It explores the foundations of experimental approaches and their utility in this domain, and brings together analytical approaches to promote an integrated understanding. The book also investigates where these approaches lead to and how they link design research more fully with other disciplines (e.g. psychology, cognition, sociology, computer science, management). Above all, the book emphasizes the integrative nature of design research in terms of the methods, theories, and units of study—from the individual to the organizational level. Although this approach offers many advantages, it has inherently led to a situation in current research practice where methods are diverging and integration between individual, team and organizational understanding is becoming increasingly tenuous, calling for a multidisciplinary and transdiscipinary perspective. Experimental design research thus offers a powerful tool and platform for resolving these challenges. Providing an invaluable resource for the design research community, this book paves the way for the next generation of researchers in the field by bridging methods and methodology. As such, it will especially benefit postgraduate students and researchers in design research, as well as engineering designers.
Book Synopsis Experimental Design by : Paul D. Berger
Download or read book Experimental Design written by Paul D. Berger and published by Springer. This book was released on 2017-11-28 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text introduces and provides instruction on the design and analysis of experiments for a broad audience. Formed by decades of teaching, consulting, and industrial experience in the Design of Experiments field, this new edition contains updated examples, exercises, and situations covering the science and engineering practice. This text minimizes the amount of mathematical detail, while still doing full justice to the mathematical rigor of the presentation and the precision of statements, making the text accessible for those who have little experience with design of experiments and who need some practical advice on using such designs to solve day-to-day problems. Additionally, an intuitive understanding of the principles is always emphasized, with helpful hints throughout.
Book Synopsis Design of Experiments for Engineers and Scientists by : Jiju Antony
Download or read book Design of Experiments for Engineers and Scientists written by Jiju Antony and published by Elsevier. This book was released on 2023-06-02 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This third edition of Design of Experiments for Engineers and Scientists adds to the tried and trusted tools that were successful in so many engineering organizations with new coverage of design of experiments (DoE) in the service sector. Case studies are updated throughout, and new ones are added on dentistry, higher education, and utilities. Although many books have been written on DoE for statisticians, this book overcomes the challenges a wider audience faces in using statistics by using easy-to-read graphical tools. Readers will find the concepts in this book both familiar and easy to understand, and users will soon be able to apply them in their work or research. This classic book is essential reading for engineers and scientists from all disciplines tackling all kinds of product and process quality problems and will be an ideal resource for students of this topic. - Written in nonstatistical language, the book is an essential and accessible text for scientists and engineers who want to learn how to use DoE - Explains why teaching DoE techniques in the improvement phase of Six Sigma is an important part of problem-solving methodology - New edition includes two new chapters on DoE for services as well as case studies illustrating its wider application in the service industry
Book Synopsis Statistical Design of Experiments with Engineering Applications by : Kamel Rekab
Download or read book Statistical Design of Experiments with Engineering Applications written by Kamel Rekab and published by CRC Press. This book was released on 2005-04-08 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's high-technology world, with flourishing e-business and intense competition at a global level, the search for the competitive advantage has become a crucial task of corporate executives. Quality, formerly considered a secondary expense, is now universally recognized as a necessary tool. Although many statistical methods are available for
Book Synopsis Handbook of Research on Recent Developments in Intelligent Communication Application by : Bhattacharyya, Siddhartha
Download or read book Handbook of Research on Recent Developments in Intelligent Communication Application written by Bhattacharyya, Siddhartha and published by IGI Global. This book was released on 2016-12-12 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: The communication field is evolving rapidly in order to keep up with society’s demands. As such, it becomes imperative to research and report recent advancements in computational intelligence as it applies to communication networks. The Handbook of Research on Recent Developments in Intelligent Communication Application is a pivotal reference source for the latest developments on emerging data communication applications. Featuring extensive coverage across a range of relevant perspectives and topics, such as satellite communication, cognitive radio networks, and wireless sensor networks, this book is ideally designed for engineers, professionals, practitioners, upper-level students, and academics seeking current information on emerging communication networking trends.
Book Synopsis Design of Experiments for Pharmaceutical Product Development by : Sarwar Beg
Download or read book Design of Experiments for Pharmaceutical Product Development written by Sarwar Beg and published by Springer Nature. This book was released on 2021-01-22 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book volume provides complete and updated information on the applications of Design of Experiments (DoE) and related multivariate techniques at various stages of pharmaceutical product development. It discusses the applications of experimental designs that shall include oral, topical, transdermal, injectables preparations, and beyond for nanopharmaceutical product development, leading to dedicated case studies on various pharmaceutical experiments through illustrations, art-works, tables and figures. This book is a valuable guide for all academic and industrial researchers, pharmaceutical and biomedical scientists, undergraduate and postgraduate research scholars, pharmacists, biostatisticians, biotechnologists, formulations and process engineers, regulatory affairs and quality assurance personnel.
Book Synopsis MODA 5 - Advances in Model-Oriented Data Analysis and Experimental Design by : Anthony C. Atkinson
Download or read book MODA 5 - Advances in Model-Oriented Data Analysis and Experimental Design written by Anthony C. Atkinson and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the majority of the papers presented at the 5th Inter national Workshop on Model-Oriented Data Analysis held in June 1998. This series started in March 1987 with a meeting on the Wartburg, Eisenach (Germany). The next three meetings were in 1990 (St Kyrik monastery, Bulgaria), 1992 (Petrodvorets, StPetersburg, Russia) and 1995 (Spetses, Greece). The main purpose of these workshops was to bring together lead ing scientists from 'Eastern' and 'Western' Europe for the exchange of ideas in theoretical and applied statistics, with special emphasis on experimen tal design. Now that the separation between East and West has become less rigid, this dialogue has, in principle, become much easier. However, providing opportunities for this dialogue is as vital as ever. MODA meetings are known for their friendly atmosphere, leading to fruitful discussions and collaboration, especially between young and senior scien tists. Indeed, many long term collaborations were initiated during these events. This intellectually stimulating atmosphere is achieved by limiting the number of participants to around eighty, by the choice of location so that participants can live as a community, and, of course, through the care ful selection of scientific direction made by the Programme Committee.
Book Synopsis Design and Analysis of Experiments, Volume 3 by : Klaus Hinkelmann
Download or read book Design and Analysis of Experiments, Volume 3 written by Klaus Hinkelmann and published by John Wiley & Sons. This book was released on 2012-02-14 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides timely applications, modifications, and extensions of experimental designs for a variety of disciplines Design and Analysis of Experiments, Volume 3: Special Designs and Applications continues building upon the philosophical foundations of experimental design by providing important, modern applications of experimental design to the many fields that utilize them. The book also presents optimal and efficient designs for practice and covers key topics in current statistical research. Featuring contributions from leading researchers and academics, the book demonstrates how the presented concepts are used across various fields from genetics and medicinal and pharmaceutical research to manufacturing, engineering, and national security. Each chapter includes an introduction followed by the historical background as well as in-depth procedures that aid in the construction and analysis of the discussed designs. Topical coverage includes: Genetic cross experiments, microarray experiments, and variety trials Clinical trials, group-sequential designs, and adaptive designs Fractional factorial and search, choice, and optimal designs for generalized linear models Computer experiments with applications to homeland security Robust parameter designs and split-plot type response surface designs Analysis of directional data experiments Throughout the book, illustrative and numerical examples utilize SAS®, JMP®, and R software programs to demonstrate the discussed techniques. Related data sets and software applications are available on the book's related FTP site. Design and Analysis of Experiments, Volume 3 is an ideal textbook for graduate courses in experimental design and also serves as a practical, hands-on reference for statisticians and researchers across a wide array of subject areas, including biological sciences, engineering, medicine, and business.
Book Synopsis New Developments in Behavioral Research: Theory, Method and Application by : Barbara C. Etzel
Download or read book New Developments in Behavioral Research: Theory, Method and Application written by Barbara C. Etzel and published by Taylor & Francis. This book was released on 2020-09-10 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published in 1977, these examples of research and scholarly argument were collected in honor of Professor Sidney W. Bijou. In the language of academics, they constitute a Festschrift: a festival of scholarly writing, performed to celebrate the career of a person who produced, and stimulated others to produce, exactly such contributions throughout a long, valuable, and productive professional history. Since 1955, Dr Bijou had worked almost exclusively within the approach variously labelled as the functional analysis of behavior, the experimental analysis of behavior, operant conditioning, or Skinnerian psychology. From his point of view, it seems clear, the first of these labels was the correct one. It was the principle of objective, direct, observable analysis that attracted him.
Book Synopsis Modern Experimental Design by : Thomas P. Ryan
Download or read book Modern Experimental Design written by Thomas P. Ryan and published by John Wiley & Sons. This book was released on 2007-02-02 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Issues in Psychotherapy Research by : Michel Hersen
Download or read book Issues in Psychotherapy Research written by Michel Hersen and published by Springer Science & Business Media. This book was released on 1984-02 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psychotherapy research is undoubtedly one of the most puzzling, diverse, com plex, controversial, and multidimensional areas tackled by clinical psycholo gists, psychiatrists, and psychiatric social workers. The numerous theoretical, methodological, and clinical-research issues dealt with by workers in the field have increased exponentially in the past three decades. To do full justice to the area, monographs in each of the specific subareas would be warranted. In this volume, we, as editors, have endeavored to present the student and interested professional and practitioner with an understanding of the most salient issues and trends confronted by the psychotherapy researcher. In order to accomplish this task, we asked our colleagues, who are experts in their respective areas, to share their current thinking with us and with you, the read ers. Thus, many theoretical viewpoints are represented, with none having a monopoly over the others. This is as it should be, given the data collected by clinical researchers at this time. We have also attempted to capture the excite ment that has permeated the field in the past 30 years or so.
