| 000 -LEADER |
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| fixed length control field |
08310cam a2200421 i 4500 |
| 001 - CONTROL NUMBER |
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| EWU control number |
7403 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
BD-DhEWU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20180103200409.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
140303r20132009ii a g b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2012000877 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9788126540501 |
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| International Standard Book Number |
9781118146927 (hbk. : acidfree paper) |
| 035 ## - SYSTEM CONTROL NUMBER |
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| 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 |
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| Classification number |
QA279 |
| Item number |
.M66 2013 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| 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 |