Practical guide to experimental design:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Wiley
1997
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 342 S. graph. Darst. |
| ISBN: | 047113919X |
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MARC
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| 245 | 1 | 0 | |a Practical guide to experimental design |c Normand L. Frigon ; David Mathews |
| 264 | 1 | |a New York [u.a.] |b Wiley |c 1997 | |
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Record in the Search Index
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|---|---|
| adam_text | CONTENTS
Preface ix
1. Introduction: Getting Started 1
The Improvement Process, 2
The Design of Experiments Model, 2
DOE and Fact Based Decision Making, 5
Getting Started, 8
Identifying the Opportunity, 9
Defining Your Experiment, 15
Planning Your Experiment, 29
What Have You Learned? 34
Terminology, 36
Exercises, 37
2. Basic Concepts in Statistics 39
Data Acquisition, 40
Descriptive Statistics, 51
Reporting Results, 59
Distributions, 65
What Have You Learned? 73
3. Statistical Tests 75
Sampling Distribution, 76
Chi Square Distribution, 79
v
vi CONTENTS
t Distribution, 81
F Distribution, 85
Confidence Intervals, 86
Dixon s Test for Outliers, 86
Using a Programmable Pocket Calculator, 87
/Distribution, 90
What Have You Learned? 91
4. Analysis Of Variance 93
One Way ANOVA, 94
Two WayANOVA, 101
Linear Contrasts, 109
Multivariant ANOVA, 117
What Have You Learned? 131
Terminology, 133
Exercises, 134
5. Full Factorial Experiments 137
Basic Concepts of Factorial Experimentation, 137
Generating Full Factorial Designs at Two Levels, 142
2k Full Factorial DOE, 144
Nonlinearity, 151
Estimating the Results, 152
Blocking, 154
What Have You Learned? 157
Terminology, 158
Exercises, 159
6. Fractional Factorial Experiments 163
Fractionalizing 2k~ Factorial Experiments, 164
2k~p Factorial Experiments, 166
Confounding and Aliasing, 168
Executing a Fractional Factorial Experiment, 170
Taguchi Quality Engineering, 177
What Have You Learned? 194
Terminology, 195
Exercises, 196
7. Nonparametric Tests 199
Random Sequences, 199
Wilcoxon Rank Sum Test, 202
Wilcoxon Signed Rank Test, 203
Kruskal Wallis Test, 204
Friedman Test, 207
CONTENTS vil
Paired Comparisons, 208
Rank Transformation, 208
What Have You Learned? 209
8. Fault Isolation and Failure Analysis 211
Analytical Procedures for Fault Isolation, 215
Analytical Procedures for Failure Analysis, 230
What Have You Learned? 235
9. DOE Applications to Industrial Processes 237
Application of DOE to Industrial Processes, 237
Case Study 1, 238
Case Study 2, 250
Case Study 3, 254
10. Other DOE Applications 265
Case Study 1, 266
Case Study 2, 273
Case Study 3, 278
Appendix A Statistical Tables 281
Appendix B Statistical Software 327
Bibliography 337
Index 339
|
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| illustrated | Illustrated |
| indexdate | 2024-07-09T18:35:03Z |
| institution | BVB |
| isbn | 047113919X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008753861 |
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| physical | X, 342 S. graph. Darst. |
| publishDate | 1997 |
| publishDateSearch | 1997 |
| publishDateSort | 1997 |
| publisher | Wiley |
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| spelling | Frigon, Normand L. Verfasser aut Practical guide to experimental design Normand L. Frigon ; David Mathews New York [u.a.] Wiley 1997 X, 342 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Experimenteel ontwerp gtt Experimental design Research, Industrial Statistical methods Versuchsplanung (DE-588)4078859-3 gnd rswk-swf Versuchsplanung (DE-588)4078859-3 s DE-604 Mathews, David Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008753861&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Frigon, Normand L. Mathews, David Practical guide to experimental design Experimenteel ontwerp gtt Experimental design Research, Industrial Statistical methods Versuchsplanung (DE-588)4078859-3 gnd |
| subject_GND | (DE-588)4078859-3 |
| title | Practical guide to experimental design |
| title_auth | Practical guide to experimental design |
| title_exact_search | Practical guide to experimental design |
| title_full | Practical guide to experimental design Normand L. Frigon ; David Mathews |
| title_fullStr | Practical guide to experimental design Normand L. Frigon ; David Mathews |
| title_full_unstemmed | Practical guide to experimental design Normand L. Frigon ; David Mathews |
| title_short | Practical guide to experimental design |
| title_sort | practical guide to experimental design |
| topic | Experimenteel ontwerp gtt Experimental design Research, Industrial Statistical methods Versuchsplanung (DE-588)4078859-3 gnd |
| topic_facet | Experimenteel ontwerp Experimental design Research, Industrial Statistical methods Versuchsplanung |
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