Statistical aspects of quality control:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
San Diego [u.a.]
Acad. Press
1997
|
| Series: | Statistical modeling and decision science
|
| Subjects: | |
| Online Access: | Publisher description Table of contents Inhaltsverzeichnis |
| Physical Description: | XIII, 200 S. graph. Darst. |
| ISBN: | 0122100107 |
Staff View
MARC
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Record in the Search Index
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| adam_text | Contents
Preface xi
Chapter 1 Introduction
1.1 Statistical Quality Control 1
1.2 Off Line Quality Control 1
1.3 On Line Quality Control 2
1.4 A Brief History of Quality Control 3
References 4
Chapter 2 Elements of Probability
2.1 Introduction 5
2.2 Sample Space and Events 5
2.3 Axioms of Probability 6
2.4 Conditional Probability and Independence 7
2.5 Random Variables 10
2.6 Expectation •2
2.7 Variance 14
2.8 Some Discrete Random Variables 14
2.9 Continuous Random Variables 20
2.10 Conditional Expectation 26
Exercises 29
Reference 31
vii
viii Contents
Chapter 3 Statistical Inference
3.1 Introduction 32
3.2 Estimating the Mean and Variance of a Distribution 32
3.3 Estimating a Probability 36
3.4 Testing Statistical Hypotheses 37
3.5 Hypothesis Tests of the Mean of a Normal Distribution 39
3.6 Hypothesis Testing When the Variance Is Unknown 42
Exercises 46
References 47
Chapter 4 Off Line Quality Control
4.1 Introduction 49
4.2 The Quality Loss Function 50
4.3 Setting Appropriate Factor Levels in the Production Process 54
4.3.1 Orthogonal Arrays 57
4.4 Estimating Interactions with Orthogonal Arrays 62
4.5 Experiments with Multiple Factor Levels 68
Exercises 72
Remarks 75
References 75
Chapter 5 Shewhart Control Charts
5.1 Introduction 77
5.2 Control Charts for Detecting Shifts in Means—The X Control Chart 78
5.2.1 When the Mean and Variance Are Unknown 87
5.3 S Control Charts for Detecting Changes in Standard Deviation 93
5.3.1 Control Charts Based on the Quality Loss Function 98
5.3.2 Range Control Charts 100
5.4 Control Charts for Fraction Defective 103
5.4.1 Subgroups of Varying Sizes 106
5.5 Control Charts for a Poisson Distributed Number of Nonconformities 108
Exercises 113
Remarks 119
References 119
Chapter 6 More General Control Charts
6.1 Introduction 121
6.2 Other Control Rules 123
Contents ix
6.3 Moving Average Control Charts 129
6.4 Geometrically Weighted Moving Average Control Charts 132
6.5 Cumulative Sum Control Charts 140
6.5.1 One Sided Cumulative Sum Charts 140
6.5.2 Two Sided Cumulative Sum Charts 144
Exercises 147
Remarks 150
References 151
Chapter 7 Sampling Inspection by Attributes
7.1 Introduction 152
7.2 Single Sampling Plans 153
7.3 Choosing a Single Sampling Plan 155
7.3.1 Military Standards 160
7.4 Double and Multiple Stage Sampling Plans 161
7.5 Sequential Testing Plans 163
7.6 Sampling Plans for Continuous Production 168
Appendix: Choosing a Random Sample 173
Exercises 174
Remarks 176
References 177
Chapter 8 Sampling Inspection by Variables — A Loss Function Approach
8.1 Introduction 178
8.2 Single Sampling Plans 178
8.3 Multiple and Sequential Sampling Rules 182
8.4 When the Data Are the Number of Defects in an Item 185
Exercises 191
Remarks 192
References 192
Appendix of Tables 193
Index 197
|
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| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
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| dewey-search | 658.5/62/015195 20 658.562015195 |
| dewey-sort | 3658.5 262 515195 220 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Mathematik Wirtschaftswissenschaften |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T18:12:40Z |
| institution | BVB |
| isbn | 0122100107 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007819385 |
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| physical | XIII, 200 S. graph. Darst. |
| publishDate | 1997 |
| publishDateSearch | 1997 |
| publishDateSort | 1997 |
| publisher | Acad. Press |
| record_format | marc |
| series2 | Statistical modeling and decision science |
| spelling | Derman, Cyrus Verfasser aut Statistical aspects of quality control Cyrus Derman ; Sheldon M. Ross San Diego [u.a.] Acad. Press 1997 XIII, 200 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Statistical modeling and decision science Controle estatístico de qualidade larpcal Estatística aplicada larpcal Kwaliteitscontrole gtt Qualité - Contrôle - Méthodes statistiques ram Statistische methoden gtt Quality control -- Statistical methods Methode (DE-588)4038971-6 gnd rswk-swf Statistische Qualitätskontrolle (DE-588)4182962-1 gnd rswk-swf Statistische Qualitätskontrolle (DE-588)4182962-1 s Methode (DE-588)4038971-6 s DE-604 Ross, Sheldon M. 1943- Verfasser (DE-588)123762235 aut http://www.loc.gov/catdir/description/els032/96025651.html Publisher description http://www.loc.gov/catdir/toc/els032/96025651.html Table of contents HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007819385&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Derman, Cyrus Ross, Sheldon M. 1943- Statistical aspects of quality control Controle estatístico de qualidade larpcal Estatística aplicada larpcal Kwaliteitscontrole gtt Qualité - Contrôle - Méthodes statistiques ram Statistische methoden gtt Quality control -- Statistical methods Methode (DE-588)4038971-6 gnd Statistische Qualitätskontrolle (DE-588)4182962-1 gnd |
| subject_GND | (DE-588)4038971-6 (DE-588)4182962-1 |
| title | Statistical aspects of quality control |
| title_auth | Statistical aspects of quality control |
| title_exact_search | Statistical aspects of quality control |
| title_full | Statistical aspects of quality control Cyrus Derman ; Sheldon M. Ross |
| title_fullStr | Statistical aspects of quality control Cyrus Derman ; Sheldon M. Ross |
| title_full_unstemmed | Statistical aspects of quality control Cyrus Derman ; Sheldon M. Ross |
| title_short | Statistical aspects of quality control |
| title_sort | statistical aspects of quality control |
| topic | Controle estatístico de qualidade larpcal Estatística aplicada larpcal Kwaliteitscontrole gtt Qualité - Contrôle - Méthodes statistiques ram Statistische methoden gtt Quality control -- Statistical methods Methode (DE-588)4038971-6 gnd Statistische Qualitätskontrolle (DE-588)4182962-1 gnd |
| topic_facet | Controle estatístico de qualidade Estatística aplicada Kwaliteitscontrole Qualité - Contrôle - Méthodes statistiques Statistische methoden Quality control -- Statistical methods Methode Statistische Qualitätskontrolle |
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