Design And Analysis

Author : Bernard Leupen
Publisher : 010 Publishers
Page : 232 pages
File Size : 51,7 Mb
Release : 1997
Category : Design
ISBN : 9064502595

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Design and Analysis by Bernard Leupen Pdf

Author : Thomas J. Santner,Brian J. Williams,William I. Notz
Publisher : Springer
Page : 436 pages
File Size : 55,6 Mb
Release : 2019-01-08
Category : Mathematics
ISBN : 9781493988471

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The Design and Analysis of Computer Experiments by Thomas J. Santner,Brian J. Williams,William I. Notz Pdf

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

Author : Tamara Munzner
Publisher : CRC Press
Page : 422 pages
File Size : 47,8 Mb
Release : 2014-12-01
Category : Business & Economics
ISBN : 9781466508934

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Visualization Analysis and Design by Tamara Munzner Pdf

Learn How to Design Effective Visualization SystemsVisualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for abstract data, scientific visualization techniques

Author : Gary W. Oehlert
Publisher : W. H. Freeman
Page : 600 pages
File Size : 48,8 Mb
Release : 2000-01-19
Category : Mathematics
ISBN : 0716735105

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A First Course in Design and Analysis of Experiments by Gary W. Oehlert Pdf

Oehlert's text is suitable for either a service course for non-statistics graduate students or for statistics majors. Unlike most texts for the one-term grad/upper level course on experimental design, Oehlert's new book offers a superb balance of both analysis and design, presenting three practical themes to students: • when to use various designs • how to analyze the results • how to recognize various design options Also, unlike other older texts, the book is fully oriented toward the use of statistical software in analyzing experiments.

Author : Robert A. Gitzen,Joshua J. Millspaugh,Andrew B. Cooper,Daniel S. Licht
Publisher : Cambridge University Press
Page : 779 pages
File Size : 44,7 Mb
Release : 2012-06-07
Category : Nature
ISBN : 9781139510196

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Design and Analysis of Long-term Ecological Monitoring Studies by Robert A. Gitzen,Joshua J. Millspaugh,Andrew B. Cooper,Daniel S. Licht Pdf

To provide useful and meaningful information, long-term ecological programs need to implement solid and efficient statistical approaches for collecting and analyzing data. This volume provides rigorous guidance on quantitative issues in monitoring, with contributions from world experts in the field. These experts have extensive experience in teaching fundamental and advanced ideas and methods to natural resource managers, scientists and students. The chapters present a range of tools and approaches, including detailed coverage of variance component estimation and quantitative selection among alternative designs; spatially balanced sampling; sampling strategies integrating design- and model-based approaches; and advanced analytical approaches such as hierarchical and structural equation modelling. Making these tools more accessible to ecologists and other monitoring practitioners across numerous disciplines, this is a valuable resource for any professional whose work deals with ecological monitoring. Supplementary example software code is available online at www.cambridge.org/9780521191548.

Author : Charles S. Reichardt
Publisher : Guilford Publications
Page : 382 pages
File Size : 50,5 Mb
Release : 2019-09-02
Category : Business & Economics
ISBN : 9781462540204

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Quasi-Experimentation by Charles S. Reichardt Pdf

Featuring engaging examples from diverse disciplines, this book explains how to use modern approaches to quasi-experimentation to derive credible estimates of treatment effects under the demanding constraints of field settings. Foremost expert Charles S. Reichardt provides an in-depth examination of the design and statistical analysis of pretest-posttest, nonequivalent groups, regression discontinuity, and interrupted time-series designs. He details their relative strengths and weaknesses and offers practical advice about their use. Reichardt compares quasi-experiments to randomized experiments and discusses when and why the former might be a better choice. Modern moethods for elaborating a research design to remove bias from estimates of treatment effects are described, as are tactics for dealing with missing data and noncompliance with treatment assignment. Throughout, mathematical equations are translated into words to enhance accessibility.

Author : Douglas C. Montgomery
Publisher : Wiley
Page : 0 pages
File Size : 52,6 Mb
Release : 2005
Category : Experimental design
ISBN : 0471661597

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Design and Analysis of Experiments by Douglas C. Montgomery Pdf

This bestselling professional reference has helped over 100,000 engineers and scientists with the success of their experiments. The new edition includes more software examples taken from the three most dominant programs in the field: Minitab, JMP, and SAS. Additional material has also been added in several chapters, including new developments in robust design and factorial designs. New examples and exercises are also presented to illustrate the use of designed experiments in service and transactional organizations. Engineers will be able to apply this information to improve the quality and efficiency of working systems.

Author : Jack P.C. Kleijnen
Publisher : Springer
Page : 322 pages
File Size : 42,9 Mb
Release : 2015-07-01
Category : Business & Economics
ISBN : 9783319180878

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Design and Analysis of Simulation Experiments by Jack P.C. Kleijnen Pdf

This is a new edition of Kleijnen’s advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE). Altogether, this new edition has approximately 50% new material not in the original book. More specifically, the author has made significant changes to the book’s organization, including placing the chapter on Screening Designs immediately after the chapters on Classic Designs, and reversing the order of the chapters on Simulation Optimization and Kriging Metamodels. The latter two chapters reflect how active the research has been in these areas. The validation section has been moved into the chapter on Classic Assumptions versus Simulation Practice, and the chapter on Screening now has a section on selecting the number of replications in sequential bifurcation through Wald’s sequential probability ration test, as well as a section on sequential bifurcation for multiple types of simulation responses. Whereas all references in the original edition were placed at the end of the book, in this edition references are placed at the end of each chapter. From Reviews of the First Edition: “Jack Kleijnen has once again produced a cutting-edge approach to the design and analysis of simulation experiments.” (William E. BILES, JASA, June 2009, Vol. 104, No. 486)

Author : Geoffrey Keppel
Publisher : Unknown
Page : 616 pages
File Size : 50,9 Mb
Release : 1991
Category : Ciencias sociales
ISBN : UCSC:32106009518603

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Design and Analysis by Geoffrey Keppel Pdf

This book provides basic information to conduct experiments and analyze data in the behavioral, social, and biological sciences. It includes information about designs with repeated measures, analysis of covariance, structural models, and other material.

Author : Parag H. Dave
Publisher : Pearson Education India
Page : 836 pages
File Size : 54,8 Mb
Release : 2007-09
Category : Computers
ISBN : 8177585959

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Design and Analysis of Algorithms by Parag H. Dave Pdf

"All aspects pertaining to algorithm design and algorithm analysis have been discussed over the chapters in this book-- Design and Analysis of Algorithms"--Resource description page.

Author : T. Michael Duncan,Jeffrey A. Reimer
Publisher : Cambridge University Press
Page : 595 pages
File Size : 53,6 Mb
Release : 2019-01-24
Category : Mathematics
ISBN : 9781108421478

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Chemical Engineering Design and Analysis by T. Michael Duncan,Jeffrey A. Reimer Pdf

The go-to guide to learn the principles and practices of design and analysis in chemical engineering.

Author : Norman H. Anderson
Publisher : Psychology Press
Page : 879 pages
File Size : 54,8 Mb
Release : 2001-07-01
Category : Psychology
ISBN : 9781135643393

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Empirical Direction in Design and Analysis by Norman H. Anderson Pdf

The goal of Norman H. Anderson's new book is to help students develop skills of scientific inference. To accomplish this he organized the book around the "Experimental Pyramid"--six levels that represent a hierarchy of considerations in empirical investigation--conceptual framework, phenomena, behavior, measurement, design, and statistical inference. To facilitate conceptual and empirical understanding, Anderson de-emphasizes computational formulas and null hypothesis testing. Other features include: *emphasis on visual inspection as a basic skill in experimental analysis to help students develop an intuitive appreciation of data patterns; *exercises that emphasize development of conceptual and empirical application of methods of design and analysis and de-emphasize formulas and calculations; and *heavier emphasis on confidence intervals than significance tests. The book is intended for use in graduate-level experimental design/research methods or statistics courses in psychology, education, and other applied social sciences, as well as a professional resource for active researchers. The first 12 chapters present the core concepts graduate students must understand. The next nine chapters serve as a reference handbook by focusing on specialized topics with a minimum of technicalities.

Author : Geoffrey Keppel,Thomas D. Wickens
Publisher : Pearson College Division
Page : 624 pages
File Size : 51,5 Mb
Release : 2007
Category : Social Science
ISBN : 0132243059

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Design and Analysis by Geoffrey Keppel,Thomas D. Wickens Pdf

The fifth edition of Design and Analysis continues to offer a readily accessible introduction to the designed experiment in research and the statistical analysis of the data from such experiments. Unique because it emphasizes the use of analytical procedures, this book is appropriate for all as it requires knowledge of only the most fundamental mathematical skills and little or no formal statistical background. Topics include: single- and two-factor designs with independent groups of subjects; corresponding designs with multiple observations; analysis of designs with unequal sample sizes; analysis of covariance; designs with three factors, including all combinations of between-subjects and within-subject factors; random factors and statistical generalization; and nested factors. This book lives up to its name as a handbook, because of its usefulness as a source and guide to researchers who require assistance in both planning a study and analyzing its results.

Author : Sandeep Sen,Amit Kumar
Publisher : Cambridge University Press
Page : 395 pages
File Size : 45,9 Mb
Release : 2019-05-23
Category : Computers
ISBN : 9781108496827

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Design and Analysis of Algorithms by Sandeep Sen,Amit Kumar Pdf

Focuses on the interplay between algorithm design and the underlying computational models.

Author : Gary B. Shelly,Harry J. Rosenblatt
Publisher : Unknown
Page : 731 pages
File Size : 51,5 Mb
Release : 2011
Category : System analysis
ISBN : 0538479884

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Systems Analysis and Design by Gary B. Shelly,Harry J. Rosenblatt Pdf

Systems Analysis and Design,Video Enganced International Edition offers a practical, visually appealing approach to information systems development.