Design of Experiments for Engineers and Scientists

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Publisher : Elsevier
ISBN 13 : 0443151741
Total Pages : 296 pages
Book Rating : 4.4/5 (431 download)

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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

Practical Experiment Designs for Engineers and Scientists

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Publisher :
ISBN 13 :
Total Pages : 378 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Practical Experiment Designs for Engineers and Scientists by : William J. Diamond

Download or read book Practical Experiment Designs for Engineers and Scientists written by William J. Diamond and published by . This book was released on 1981 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of experiment design; Introduction to experiment design: fundamental concepts; Introduction to experiment design: elements of decision making; Introduction to experiment design: other important concepts; Simple comparative experiments: decisions about population means; Simple comparative experiments: decisions about population variances; Sequential experiments. Two-level multivariable experiments; General principles for two-level multivariable experiments; Two-level multivariable experiments: eight-trial hadamard matrix designs; Two-level multivariable experiments: hadamard matrices greater than order 8; John's three-quarter fractional factorials; Special resolution V designs; Summary of two-level matrix designs; A computer program for generating hadamard matrix designs and analyzing the data from such designs; Multilevel, multivariable experiments; Multilevel experiments with qualitative variables; Multilevel experiments with quantitative variables; Experiment designs for chemical-composition experiments; Random-strategy experiments; Related topics; Blocking an experiment; Validation of test methods; Concepts for a complete project strategy; General references, symbols, tables, and answers to exercises; Index.

Design of Experiments in Chemical Engineering

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Publisher : John Wiley & Sons
ISBN 13 : 3527604596
Total Pages : 620 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Design of Experiments in Chemical Engineering by : Zivorad R. Lazic

Download or read book Design of Experiments in Chemical Engineering written by Zivorad R. Lazic and published by John Wiley & Sons. This book was released on 2006-03-06 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: While existing books related to DOE are focused either on process or mixture factors or analyze specific tools from DOE science, this text is structured both horizontally and vertically, covering the three most common objectives of any experimental research: * screening designs * mathematical modeling, and * optimization. Written in a simple and lively manner and backed by current chemical product studies from all around the world, the book elucidates basic concepts of statistical methods, experiment design and optimization techniques as applied to chemistry and chemical engineering. Throughout, the focus is on unifying the theory and methodology of optimization with well-known statistical and experimental methods. The author draws on his own experience in research and development, resulting in a work that will assist students, scientists and engineers in using the concepts covered here in seeking optimum conditions for a chemical system or process. With 441 tables, 250 diagrams, as well as 200 examples drawn from current chemical product studies, this is an invaluable and convenient source of information for all those involved in process optimization.

Optimal Design of Experiments

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Publisher : John Wiley & Sons
ISBN 13 : 1119976162
Total Pages : 249 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Optimal Design of Experiments by : Peter Goos

Download or read book Optimal Design of Experiments written by Peter Goos and published by John Wiley & Sons. This book was released on 2011-06-28 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This is an engaging and informative book on the modern practice of experimental design. The authors' writing style is entertaining, the consulting dialogs are extremely enjoyable, and the technical material is presented brilliantly but not overwhelmingly. The book is a joy to read. Everyone who practices or teaches DOE should read this book." - Douglas C. Montgomery, Regents Professor, Department of Industrial Engineering, Arizona State University "It's been said: 'Design for the experiment, don't experiment for the design.' This book ably demonstrates this notion by showing how tailor-made, optimal designs can be effectively employed to meet a client's actual needs. It should be required reading for anyone interested in using the design of experiments in industrial settings." —Christopher J. Nachtsheim, Frank A Donaldson Chair in Operations Management, Carlson School of Management, University of Minnesota This book demonstrates the utility of the computer-aided optimal design approach using real industrial examples. These examples address questions such as the following: How can I do screening inexpensively if I have dozens of factors to investigate? What can I do if I have day-to-day variability and I can only perform 3 runs a day? How can I do RSM cost effectively if I have categorical factors? How can I design and analyze experiments when there is a factor that can only be changed a few times over the study? How can I include both ingredients in a mixture and processing factors in the same study? How can I design an experiment if there are many factor combinations that are impossible to run? How can I make sure that a time trend due to warming up of equipment does not affect the conclusions from a study? How can I take into account batch information in when designing experiments involving multiple batches? How can I add runs to a botched experiment to resolve ambiguities? While answering these questions the book also shows how to evaluate and compare designs. This allows researchers to make sensible trade-offs between the cost of experimentation and the amount of information they obtain.

Design of Experiments With Minitab

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Publisher : Quality Press
ISBN 13 : 0873895878
Total Pages : 521 pages
Book Rating : 4.8/5 (738 download)

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Book Synopsis Design of Experiments With Minitab by : Paul G. Mathews

Download or read book Design of Experiments With Minitab written by Paul G. Mathews and published by Quality Press. This book was released on 2004-07-07 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most of the classic DOE books were written before DOE software was generally available, so the technical level that they assumed was that of the engineer or scientist who had to write his or her own analysis software. In this practical introduction to DOE, guided by the capabilities of the common software packages, Paul Mathews presents the basic types and methods of designed experiments appropriate for engineers, scientists, quality engineers, and Six Sigma Black Belts and Master Black Belts. Although instructions in the use of Minitab are detailed enough to provide effective guidance to a new Minitab user, the book is still general enough to be very helpful to users of other DOE software packages. Every chapter contains many examples with detailed solutions including extensive output from Minitab.

Design of Experiments for Chemical, Pharmaceutical, Food, and Industrial Applications

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Publisher : IGI Global
ISBN 13 : 179981520X
Total Pages : 429 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Design of Experiments for Chemical, Pharmaceutical, Food, and Industrial Applications by : Carrillo-Cedillo, Eugenia Gabriela

Download or read book Design of Experiments for Chemical, Pharmaceutical, Food, and Industrial Applications written by Carrillo-Cedillo, Eugenia Gabriela and published by IGI Global. This book was released on 2019-12-13 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics is a key characteristic that assists a wide variety of professions including business, government, and factual sciences. Companies need data calculation to make informed decisions that help maintain their relevance. Design of experiments (DOE) is a set of active techniques that provides a more efficient approach for industries to test their processes and form effective conclusions. Experimental design can be implemented into multiple professions, and it is a necessity to promote applicable research on this up-and-coming method. Design of Experiments for Chemical, Pharmaceutical, Food, and Industrial Applications is a pivotal reference source that seeks to increase the use of design of experiments to optimize and improve analytical methods and productive processes in order to use less resources and time. While highlighting topics such as multivariate methods, factorial experiments, and pharmaceutical research, this publication is ideally designed for industrial designers, research scientists, chemical engineers, managers, academicians, and students seeking current research on advanced and multivariate statistics.

Introductory Statistics for Engineering Experimentation

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Publisher : Academic Press
ISBN 13 : 0125154232
Total Pages : 528 pages
Book Rating : 4.1/5 (251 download)

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Book Synopsis Introductory Statistics for Engineering Experimentation by : Peter R. Nelson

Download or read book Introductory Statistics for Engineering Experimentation written by Peter R. Nelson and published by Academic Press. This book was released on 2003-08-14 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise treatment for undergraduate and graduate students who need a guide to statistics that focuses specifically on engineering.

Statistical Design of Experiments with Engineering Applications

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Publisher : CRC Press
ISBN 13 : 1574446258
Total Pages : 257 pages
Book Rating : 4.5/5 (744 download)

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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 257 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 determining quality, there has been no guide to easy learning and implementation until now. Filling that gap, Statistical Design of Experiments with Engineering Applications, provides a ready made, quick and easy-to-learn approach for applying design of experiments techniques to problems. The book uses quality as the main theme to explain various design of experiments concepts. The authors examine the entire product lifecycle and the tools and techniques necessary to measure quality at each stage. They explain topics such as optimization, Taguchi's method, variance reduction, and graphical applications based on statistical techniques. Wherever applicable the book supplies practical rules of thumb, step-wise procedures that allow you to grasp concepts quickly and apply them appropriately, and examples that demonstrate how to apply techniques. Emphasizing the importance of quality to products and services, the authors include concepts from the field of Quality Engineering. Written with an emphasis on application and not on bogging you down with the theoretical underpinnings, the book enables you to solve 80% of design problems without worrying about the derivation of mathematical formulas.

Practical Guide to Experimental Design

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Publisher : John Wiley & Sons
ISBN 13 : 9780471139195
Total Pages : 352 pages
Book Rating : 4.1/5 (391 download)

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Book Synopsis Practical Guide to Experimental Design by : Normand L. Frigon

Download or read book Practical Guide to Experimental Design written by Normand L. Frigon and published by John Wiley & Sons. This book was released on 1996-11-28 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last decade, Design of Experiments (DOE) has become established as a prime analytical and forecasting method with a vital role to play in product and process improvement. Now Practical Guide to Experimental Design lets you put this high-level statistical technique to work in your field, whether you are in the manufacturing or services sector. This accessible book equips you with all of the basic technical and managerial skills you need to develop, execute, and evaluate designed experiments effectively. You will develop a solid grounding in the statistical underpinnings of DOE, including distributions, analysis of variance, and more. You will also gain a firm grasp of full and fractional factorial techniques, the use of DOE in fault isolation and failure analysis, and the application of individual DOE methods within an integrated system. Each procedure is clearly illustrated one step at a time with the help of simplified notation and easy-to-understand spreadsheets. The book's real-world approach is reinforced throughout by case studies, examples, and exercises taken from a broad cross section of business applications. Practical Guide to Experimental Design is a valuable competitive asset for engineers, scientists, and decision-makers in many industries, as well as an important resource for researchers and advanced students. This hands-on guide offers complete, down-to-earth coverage of Design of Experiments (DOE) basics, providing you with the technical and managerial tools you need to put this powerful technique into action to help you achieve your quality improvement objectives. Using a clear, step-by-step approach, Practical Guide to Experimental Design shows you how to develop, perform, and analyze designed experiments. The book features: * Accessible coverage of statistical concepts, including data acquisition, reporting of results, sampling and other distributions, and more * A complete range of analytical procedures - analysis of variance, full and fractional factorial DOE, and the role of DOE in fault isolation and failure analysis * In-depth case studies, examples, and exercises covering a range of different uses of DOE * Broad applications across manufacturing, service, administrative, and other business sectors No matter what your field, Practical Guide to Experimental Design provides you with the "on-the-ground" assistance necessary to transform DOE theory into practice - the ideal guide for engineers, scientists, researchers, and advanced students.

How to Design and Report Experiments

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Publisher : SAGE
ISBN 13 : 1847872980
Total Pages : 384 pages
Book Rating : 4.8/5 (478 download)

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Book Synopsis How to Design and Report Experiments by : Andy Field

Download or read book How to Design and Report Experiments written by Andy Field and published by SAGE. This book was released on 2002-12-20 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to Design and Report Experiments is the perfect textbook and guide to the often bewildering world of experimental design and statistics. It provides a complete map of the entire process beginning with how to get ideas about research, how to refine your research question and the actual design of the experiment, leading on to statistical procedure and assistance with writing up of results. While many books look at the fundamentals of doing successful experiments and include good coverage of statistical techniques, this book very importantly considers the process in chronological order with specific attention given to effective design in the context of likely methods needed and expected results. Without full assessment of these aspects, the experience and results may not end up being as positive as one might have hoped. Ample coverage is then also provided of statistical data analysis, a hazardous journey in itself, and the reporting of findings, with numerous examples and helpful tips of common downfalls throughout. Combining light humour, empathy with solid practical guidance to ensure a positive experience overall, Designing and Reporting Experiments will be essential reading for students in psychology and those in cognate disciplines with an experimental focus or content in research methods courses.

Experimental Design

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Publisher : Elsevier
ISBN 13 : 9780080868301
Total Pages : 285 pages
Book Rating : 4.8/5 (683 download)

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Book Synopsis Experimental Design by : S.N. Deming

Download or read book Experimental Design written by S.N. Deming and published by Elsevier. This book was released on 1987-01-01 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now available in a paperback edition is a book which has been described as ``...an exceptionally lucid, easy-to-read presentation... would be an excellent addition to the collection of every analytical chemist. I recommend it with great enthusiasm.'' (Analytical Chemistry). Unlike most current textbooks, it approaches experimental design from the point of view of the experimenter, rather than that of the statistician. As the reviewer in `Analytical Chemistry' went on to say: ``Deming and Morgan should be given high praise for bringing the principles of experimental design to the level of the practicing analytical chemist.''. The book first introduces the reader to the fundamentals of experimental design. Systems theory, response surface concepts, and basic statistics serve as a basis for the further development of matrix least squares and hypothesis testing. The effects of different experimental designs and different models on the variance-covariance matrix and on the analysis of variance (ANOVA) are extensively discussed. Applications and advanced topics (such as confidence bands, rotatability, and confounding) complete the text. Numerous worked examples are presented. The clear and practical approach adopted by the authors makes the book applicable to a wide audience. It will appeal particularly to those with a practical need (scientists, engineers, managers, research workers) who have completed their formal education but who still need to know efficient ways of carrying out experiments. It will also be an ideal text for advanced undergraduate and graduate students following courses in chemometrics, data acquisition and treatment, and design of experiments.

Basic Experimental Strategies and Data Analysis for Science and Engineering

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Publisher : CRC Press
ISBN 13 : 1466512180
Total Pages : 445 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Basic Experimental Strategies and Data Analysis for Science and Engineering by : John Lawson

Download or read book Basic Experimental Strategies and Data Analysis for Science and Engineering written by John Lawson and published by CRC Press. This book was released on 2016-11-03 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every technical investigation involving trial-and-error experimentation embodies a strategy for deciding what experiments to perform, when to quit, and how to interpret the data. This handbook presents several statistically derived strategies which are more efficient than any intuitive approach and will get the investigator to their goal with the fewest experiments, give the greatest degree of reliability to their conclusions, and keep the risk of overlooking something of practical importance to a minimum. Features: Provides a comprehensive desk reference on experimental design that will be useful to practitioners without extensive statistical knowledge Features a review of the necessary statistical prerequisites Presents a set of tables that allow readers to quickly access various experimental designs Includes a roadmap for where and when to use various experimental design strategies Shows compelling examples of each method discussed Illustrates how to reproduce results using several popular software packages on a companion web site Following the outlines and examples in this book should quickly allow a working professional or student to select the appropriate experimental design for a research problem at hand, follow the design to conduct the experiments, and analyze and interpret the resulting data. John Lawson and John Erjavec have a combined 25 years of industrial experience and over 40 years of academic experience. They have taught this material to numerous practicing engineers and scientists as well as undergraduate and graduate students.

Statistical Analysis of Designed Experiments

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Publisher : John Wiley & Sons
ISBN 13 : 1118491432
Total Pages : 720 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Statistical Analysis of Designed Experiments by : Ajit C. Tamhane

Download or read book Statistical Analysis of Designed Experiments written by Ajit C. Tamhane and published by John Wiley & Sons. This book was released on 2012-09-12 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: A indispensable guide to understanding and designing modern experiments The tools and techniques of Design of Experiments (DOE) allow researchers to successfully collect, analyze, and interpret data across a wide array of disciplines. Statistical Analysis of Designed Experiments provides a modern and balanced treatment of DOE methodology with thorough coverage of the underlying theory and standard designs of experiments, guiding the reader through applications to research in various fields such as engineering, medicine, business, and the social sciences. The book supplies a foundation for the subject, beginning with basic concepts of DOE and a review of elementary normal theory statistical methods. Subsequent chapters present a uniform, model-based approach to DOE. Each design is presented in a comprehensive format and is accompanied by a motivating example, discussion of the applicability of the design, and a model for its analysis using statistical methods such as graphical plots, analysis of variance (ANOVA), confidence intervals, and hypothesis tests. Numerous theoretical and applied exercises are provided in each chapter, and answers to selected exercises are included at the end of the book. An appendix features three case studies that illustrate the challenges often encountered in real-world experiments, such as randomization, unbalanced data, and outliers. Minitab® software is used to perform analyses throughout the book, and an accompanying FTP site houses additional exercises and data sets. With its breadth of real-world examples and accessible treatment of both theory and applications, Statistical Analysis of Designed Experiments is a valuable book for experimental design courses at the upper-undergraduate and graduate levels. It is also an indispensable reference for practicing statisticians, engineers, and scientists who would like to further their knowledge of DOE.

Design of Experiments Using The Taguchi Approach

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Publisher : John Wiley & Sons
ISBN 13 : 9780471361015
Total Pages : 566 pages
Book Rating : 4.3/5 (61 download)

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Book Synopsis Design of Experiments Using The Taguchi Approach by : Ranjit K. Roy

Download or read book Design of Experiments Using The Taguchi Approach written by Ranjit K. Roy and published by John Wiley & Sons. This book was released on 2001-02-13 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fulfill the practical potential of DOE-with a powerful, 16-step approach for applying the Taguchi method Over the past decade, Design of Experiments (DOE) has undergone great advances through the work of the Japanese management guru Genechi Taguchi. Yet, until now, books on the Taguchi method have been steeped in theory and complicated statistical analysis. Now this trailblazing work translates the Taguchi method into an easy-to-implement 16-step system. Based on Ranjit Roy's successful Taguchi training course, this extensively illustrated book/CD-ROM package gives readers the knowledge and skills necessary to understand and apply the Taguchi method to engineering projects-from theory and applications to hands-on analysis of the data. It is suitable for managers and technicians without a college-level engineering or statistical background, and its self-study pace-with exercises included in each chapter-helps readers start using Taguchi DOE tools on the job quickly. Special features include: * An accompanying CD-ROM of Qualitek-4 software, which performs calculations and features all example experiments described in the book * Problem-solving exercises relevant to actual engineering situations, with solutions included at the end of the text * Coverage of two-, three-, and four-level factors, analysis of variance, robust designs, combination designs, and more Engineers and technical personnel working in process and product design-as well as other professionals interested in the Taguchi method-will find this book/CD-ROM a tremendously important and useful asset for making the most of DOE in their work.

Design of Experiments for 21st Century Engineers

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Publisher :
ISBN 13 : 9780244584504
Total Pages : 214 pages
Book Rating : 4.5/5 (845 download)

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Book Synopsis Design of Experiments for 21st Century Engineers by : Paul Allen

Download or read book Design of Experiments for 21st Century Engineers written by Paul Allen and published by . This book was released on 2020-03-31 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design of Experiments is one of the powerful statistical techniques that allows Engineers or Research Scientists to understand new knowledge quickly and efficiently. Developed by Sir Ronald Fisher at Rothampstead Agricutural Laboratory in the UK in the 1920's, it's a must have tool for any research work, this introductory text assumes no statistical skill to get you started with this invaluable tool...

Design and Modeling for Computer Experiments

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Publisher : CRC Press
ISBN 13 : 1420034898
Total Pages : 304 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Design and Modeling for Computer Experiments by : Kai-Tai Fang

Download or read book Design and Modeling for Computer Experiments written by Kai-Tai Fang and published by CRC Press. This book was released on 2005-10-14 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences. Successful use of a simulation model, however, requires careful interrogation of the model through systematic computer experiments. While specific theoretical/mathematical examinations of computer experim

Environmental Science Experiments

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Publisher : Chelsea House Publications
ISBN 13 : 9781438136431
Total Pages : 140 pages
Book Rating : 4.1/5 (364 download)

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Book Synopsis Environmental Science Experiments by : Aviva Ebner

Download or read book Environmental Science Experiments written by Aviva Ebner and published by Chelsea House Publications. This book was released on 2011 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents twenty environmental science experiments for middle school students.