Design and analysis of experiments / (Record no. 7403)

000 -LEADER
fixed length control field 08310cam a2200421 i 4500
001 - CONTROL NUMBER
EWU control number 7403
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhEWU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20180103200409.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140303r20132009ii a g b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2012000877
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9788126540501
International Standard Book Number 9781118146927 (hbk. : acidfree paper)
035 ## - SYSTEM CONTROL NUMBER
OCLC control number (OCoLC)
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Transcribing agency DLC
Description conventions rda
Modifying agency DLC
-- BD-DhEWU
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA279
Item number .M66 2013
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.57
DDC edition 23
Author mark and Year MOD 2013
084 ## - OTHER CLASSIFICATION NUMBER
Classification number TEC009060
Source of number bisacsh
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Montgomery, Douglas C.
9 (RLIN) 2342
245 10 - TITLE STATEMENT
Title Design and analysis of experiments /
Statement of responsibility, etc Douglas C. Montgomery, Arizona State University.
250 ## - EDITION STATEMENT
Edition statement Eighth edition.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Hoboken, NJ :
Name of publisher, distributor, etc John Wiley & Sons, Inc.,
Date of publication, distribution, etc [2013]
Place of publication, distribution, etc New Delhi:
Name of publisher, distributor, etc Wiley India Pvt. Ltd.;
Date of publication, distribution, etc 2013.
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 730 pages :
Other physical details illustrations ;
Dimensions 26 cm.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 719-724) and index.
505 8# - FORMATTED CONTENTS NOTE
Title Table of contents
Contents note Preface --<br/>1 Introduction --<br/>1.1 Strategy of Experimentation --<br/>1.2 Some Typical Applications of Experimental Design --<br/>1.3 Basic Principles --<br/>1.4 Guidelines for Designing Experiments --<br/>1.5 A Brief History of Statistical Design --<br/>1.6 Summary: Using Statistical Techniques in Experimentation --<br/>1.7 Problems --<br/>2 Simple Comparative Experiments --<br/>2.1 Introduction --<br/>2.2 Basic Statistical Concepts --<br/>2.3 Sampling and Sampling Distributions --<br/>2.4 Inferences About the Differences in Means, Randomized Designs --<br/>2.5 Inferences About the Differences in Means, Paired Comparison Designs --<br/>2.6 Inferences About the Variances of Normal Distributions --<br/>2.7 Problems --<br/>3 Experiments with a Single Factor: The Analysis of Variance --<br/>3.1 An Example --<br/>3.2 The Analysis of Variance --<br/>3.3 Analysis of the Fixed Effects Model --<br/>3.4 Model Adequacy Checking --<br/>3.5 Practical Interpretation of Results --<br/>3.6 Sample Computer Output --<br/>3.7 Determining Sample Size --<br/>3.8 Other Examples of Single-Factor Experiments --<br/>3.9 The Random Effects Model --<br/>3.10 The Regression Approach to the Analysis of Variance --<br/>3.11 Nonparametric Methods in the Analysis of Variance --<br/>3.12 Problems --<br/>4 Randomized Blocks, Latin Squares, and Related Designs --<br/>4.1 The Randomized Complete Block Design --<br/>4.2 The Latin Square Design --<br/>4.3 The Graeco-Latin Square Design --<br/>4.4 Balanced Incomplete Block Designs --<br/>4.5 Problems --<br/>5 Introduction to Factorial Designs. 5.1 Basic Definitions and Principles --<br/>5.2 The Advantage of Factorials --<br/>5.3 The Two-Factor Factorial Design --<br/>5.4 The General Factorial Design --<br/>5.5 Fitting Response Curves and Surfaces --<br/>5.6 Blocking in a Factorial Design --<br/>5.7 Problems --<br/>6 The 2k Factorial Design --<br/>6.1 Introduction --<br/>6.2 The 22 Design --<br/>6.3 The 23 Design --<br/>6.4 The General 2k Design --<br/>6.5 A Single Replicate of the 2k Design --<br/>6.6 Additional Examples of Unreplicated 2k Design --<br/>6.7 2k Designs are Optimal Designs --<br/>6.8 The Addition of Center Points to the 2k Design --<br/>6.9 Why We Work with Coded Design Variables --<br/>6.10 Problems --<br/>7 Blocking and Confounding in the 2k Factorial Design --<br/>7.1 Introduction --<br/>7.2 Blocking a Replicated 2k Factorial Design --<br/>7.3 Confounding in the 2k Factorial Design --<br/>7.4 Confounding the 2k Factorial Design in Two Blocks --<br/>7.5 Another Illustration of Why Blocking Is Important --<br/>7.6 Confounding the 2k Factorial Design in Four Blocks --<br/>7.7 Confounding the 2k Factorial Design in 2p Blocks --<br/>7.8 Partial Confounding --<br/>7.9 Problems --<br/>8 Two-Level Fractional Factorial Designs --<br/>8.1 Introduction --<br/>8.2 The One-Half Fraction of the 2k Design --<br/>8.3 The One-Quarter Fraction of the 2k Design --<br/>8.4 The General 2k_p Fractional Factorial Design --<br/>8.5 Alias Structures in Fractional Factorials and other Designs --<br/>8.6 Resolution III Designs --<br/>8.7 Resolution IV and V Designs --<br/>8.8 Supersaturated Designs --<br/>8.9 Summary --<br/>8.10 Problems. 9 Additional Design and Analysis Topics for Factorial and Fractional Factorial Designs --<br/>9.1 The 3k Factorial Design --<br/>9.2 Confounding in the 3k Factorial Design --<br/>9.3 Fractional Replication of the 3k Factorial Design --<br/>9.4 Factorials with Mixed Levels --<br/>9.5 Nonregular Fractional Factorial Designs --<br/>9.6 Constructing Factorial and Fractional Factorial Designs Using an Optimal Design Tool --<br/>9.7 Problems --<br/>10 Fitting Regression Models --<br/>10.1 Introduction --<br/>10.2 Linear Regression Models --<br/>10.3 Estimation of the Parameters in Linear Regression Models --<br/>10.4 Hypothesis Testing in Multiple Regression --<br/>10.5 Confidence Intervals in Multiple Regression --<br/>10.6 Prediction of New Response Observations --<br/>10.7 Regression Model Diagnostics --<br/>10.8 Testing for Lack of Fit --<br/>10.9 Problems --<br/>11 Response Surface Methods and Designs --<br/>11.1 Introduction to Response Surface Methodology --<br/>11.2 The Method of Steepest Ascent --<br/>11.3 Analysis of a Second-Order Response Surface --<br/>11.4 Experimental Designs for Fitting Response Surfaces --<br/>11.5 Experiments with Computer Models --<br/>11.6 Mixture Experiments --<br/>11.7 Evolutionary Operation --<br/>11.8 Problems --<br/>12 Robust Parameter Design and Process Robustness Studies --<br/>12.1 Introduction --<br/>12.2 Crossed Array Designs --<br/>12.3 Analysis of the Crossed Array Design --<br/>12.4 Combined Array Designs and the Response Model Approach --<br/>12.5 Choice of Designs --<br/>12.6 Problems --<br/>13 Experiments with Random Factors. 13.1 Random Effects Models --<br/>13.2 The Two-Factor Factorial with Random Factors --<br/>13.3 The Two-Factor Mixed Model --<br/>13.4 Sample Size Determination with Random Effects --<br/>13.5 Rules for Expected Mean Squares --<br/>13.6 Approximate F Tests --<br/>13.7 Some Additional Topics on Estimation of Variance Components --<br/>13.8 Problems --<br/>14 Nested and Split-Plot Designs --<br/>14.1 The Two-Stage Nested Design --<br/>14.2 The General m-Stage Nested Design --<br/>14.3 Designs with Both Nested and Factorial Factors --<br/>14.4 The Split-Plot Design --<br/>14.5 Other Variations of the Split-Plot Design --<br/>14.6 Problems --<br/>15 Other Design and Analysis Topics. 15.1 Nonnormal Responses and Transformations --<br/>15.2 Unbalanced Data in a Factorial Design --<br/>15.3 The Analysis of Covariance --<br/>15.4 Repeated Measures --<br/>15.5 Problems --<br/>Appendix --<br/>Table I. Cumulative Standard Normal Distribution --<br/>Table II. Percentage Points of the t Distribution --<br/>Table III. Percentage Points of the _2 Distribution --<br/>Table IV. Percentage Points of the F Distribution --<br/>Table V. Operating Characteristic Curves for the Fixed Effects Model Analysis of Variance --<br/>Table VI. Operating Characteristic Curves for the Random Effects Model Analysis of Variance --<br/>Table VII. Percentage Points of the Studentized Range Statistic --<br/>Table VIII. Critical Values for Dunnett's Test for Comparing Treatments with a Control --<br/>Table IX. Coefficients of Orthogonal Polynomials --<br/>Table X. Alias Relationships for 2k_p Fractional Factorial Designs with k 15 and n 64 --<br/>Bibliography --<br/>Index.
520 ## - SUMMARY, ETC.
Summary, etc "The eighth edition of Design and Analysis of Experiments continues to provide extensive and in-depth information on engineering, business, and statistics-as well as informative ways to help readers design and analyze experiments for improving the quality, efficiency and performance of working systems. Furthermore, the text maintains its comprehensive coverage by including: new examples, exercises, and problems (including in the areas of biochemistry and biotechnology); new topics and problems in the area of response surface; new topics in nested and split-plot design; and the residual maximum likelihood method is now emphasized throughout the book"--
526 ## - STUDY PROGRAM INFORMATION NOTE
Program name Applied Statistics
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name Experimental design.
9 (RLIN) 2353
Topical term or geographic name TECHNOLOGY & ENGINEERING / Industrial Engineering.
Source of heading or term bisacsh
9 (RLIN) 6052
856 41 - ELECTRONIC LOCATION AND ACCESS
Materials Specified Table of contents only
Uniform Resource Identifier http://www.loc.gov/catdir/enhancements/fy1206/2012000877-t.html
Materials Specified Publisher description
Uniform Resource Identifier http://www.loc.gov/catdir/enhancements/fy1206/2012000877-d.html
Materials Specified WorldCat Details
Uniform Resource Identifier http://www.worldcat.org/title/design-and-analysis-of-experiments/oclc/775590826&referer=brief_results
Materials Specified E-book Fulltext
Uniform Resource Identifier http://lib.ewubd.edu/ebook/7403
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Text
Koha issues (borrowed), all copies 18
Holdings
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    Not For Loan Non-fiction EWU Library EWU Library Reserve Section 2014-03-03 Trim Education 825.00 519.57 MOD 2013 25829 2014-03-20 C-1 2014-03-20 Text    
    Not For Loan Non-fiction EWU Library EWU Library Reserve Section 2014-03-03 Trim Education 825.00 519.57 MOD 2013 25830 2014-03-20 C-2 2014-03-20 Text    
    Not For Loan Non-fiction EWU Library EWU Library Reserve Section 2014-03-03 Trim Education 825.00 519.57 MOD 2013 25831 2015-02-13 C-3 2014-03-20 Text 5 2015-01-27
      Non-fiction EWU Library EWU Library Circulation Section 0000-00-00 Friends Book Corner 950.00 519.57 MOD 2013 26602 2016-06-09 C-4 2015-04-16 Text 1 2016-06-08
      Non-fiction EWU Library EWU Library Circulation Section 0000-00-00 Friends Book Corner 950.00 519.57 MOD 2013 26603 2016-06-02 C-5 2015-04-16 Text 1 2016-06-01
      Non-fiction EWU Library EWU Library Circulation Section 0000-00-00 Friends Book Corner 950.00 519.57 MOD 2013 26604 2018-10-02 C-6 2015-04-16 Text 2 2017-10-05
      Non-fiction EWU Library EWU Library Circulation Section 0000-00-00 Friends Book Corner 950.00 519.57 MOD 2013 26605 2017-01-10 C-7 2015-04-16 Text 2 2016-08-22
      Non-fiction EWU Library EWU Library Circulation Section 2015-06-07 Sourav Publisher and Distributor 775.00 519.57 MOD 2013 26808 2016-05-22 C-8 2015-06-28 Text 1 2016-05-15
      Non-fiction EWU Library EWU Library Circulation Section 2015-06-07 Sourav Publisher and Distributor 775.00 519.57 MOD 2013 26809 2016-07-26 C-9 2015-06-28 Text 3 2016-07-20
    Not For Loan Non-fiction EWU Library EWU Library E-book 2018-01-03     519.57 MOD 2013   2018-01-03   2018-01-03 E-Book    

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