Statistical quality control methods:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, N.Y. [u.a.]
Dekker
1976
|
| Ausgabe: | 1. print. |
| Schriftenreihe: | Statistics
16 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 522 S. |
| ISBN: | 0824763440 |
Internformat
MARC
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Datensatz im Suchindex
| _version_ | 1804136131535568896 |
|---|---|
| adam_text | CONTENTS
PREFACE v
1. INTRODUCTION 1
1.1 What is Statistics? 1
1.2 Why Statistical Quality Control? 1
1.3 Aim of Book 3
1.4 Prerequisites 3
1.5 Suggestions to the Student 3
2. BRIEF REVIEW OF STATISTICAL BACKGROUND 5
2.1 Population and Sample 5
2.2 Parameter and Statistic 5
2.3 Notations 6
2.4 Probability Definitions and Laws 9
2.5 Distribution of Sample Statistics 12
2.6 Statistical Estimation 16
2.7 Testing Hypotheses 18
References 21
3. CONTROL CHARTS IN GENERAL 23
3.1 Introduction 23
3.2 Running Records of Performance 23
3.3 Random and Assignable Causes 26
3.4 The Control Chart for Interpreting Variations in Quality 29
3.5 Two Purposes of Control Charts 32
3.6 Economic Balance Between Two Errors 33
3.7 Meaning of a Process in Control and Potential Advantages 33
Problems 35
References 38
4: CONTROL CHARTS FOR MEASUREMENTS 39
4.1 Introduction 39
4.2 Control Charts for Averages, Ranges and Standard
Deviations, from Given Standards 39
4.3 Control Charts for Averages, Ranges and Standard
Deviations, Analyzing Past Data 49
4.4 Comparison of the Two Charts for Variability 53
4.5 Comparison of a Process with Specifications 54
4.6 Continuing the Charts 60
4.7 Illustrative Examples 61
4.8 Kinds of Assignable Causes 78
4.9 When to Set Standard Values Process Capability 83
4.10 Use of Runs for Out of Controlness 85
4.11 Summary 86
Problems 89
References 96
ix
X CONTENTS
5. BACKGROUND OF CONTROL CHARTS FOR MEASUREMENTS 97
5.1 Introduction 97
5.2 The Empirical Approach to Sampling Distributions 97
5.3 Control Charts for Samples from Normal Populations of x s 98
Problems 106
References 106
6. CONTROL CHARTS FOR ATTRIBUTES 107
6.1 Introduction 107
6.2 Control Charts for Defectives 108
6.3 Control Charts for Defects 128
6.4 General Comments on Control Charts for Attributes 138
6.5 A Method of Rating Product Quality 140
6.6 Summary 142
Problems 144
References 156
7. MISCELLANEOUS TOPICS IN CONTROL CHARTS 157
7.1 Control Charts for Individual Measurements, Moving Ranges 157
7.2 Tool Wear and Other Gradual Process Changes 161
7.3 Charts for x and s, Large Samples 168
7.4 Charts for x and R or s, with Varying Sample Size 169
7.5 Different Types of Samples 172
7.6 Relative Efficiency of Different Types of Charts 180
7.7 Artificial Specifications for Greater Efficiency
in Attribute Charts= _ 183
7.8 Summary Charts for x and R 185
7.9 Variations of Control Charts 186
7.10 Summary 190
Problems 190
References 196
8. APPLICATIONS OF CONTROL CHARTS 203
8.1 What Manufacturing Problem to Work On 203
8.2 Attacking an Industrial Problem 204
8.3 List of Typical Applications of Control Charts 207
8.4 Use in the Laboratory 211
8.5 The Quality Control Person 212
8.6 Bibliography on Applications 213
9. ACCEPTANCE SAMPLING BY ATTRIBUTES 225
9.1 Why Acceptance Sampling? 225
9.2 Characteristics of Sampling Pains 226
9.3 Acceptance Criteria for Attribute Acceptance Plans 228
9.4 Operating Characteristic (OC) Curve. Defectives. 230
9.5 The Average Outgoing Quality Curve, AOQ Curve 239
9.6 The Average Sample Number Curve, ASN Curve 243
9.7 The Average Total Inspection Curve, ATI Curve 244
9.8 Characteristics of Double Sampling Plans 245
9.9 Further Notations on OC Curves 253
9.10 Characteristics for Defects Plans 255
CONTENTS Xi
9.11 Devising a Sampling Plan to Match Two Points on an OC
Curve 257
9.12 Use of Control Chart Record with Acceptance Sampling 259
9.13 Summary General Principles of Sampling Acceptance
and Some Misconceptions 260
Problems 269
References 271
10. SOME STANDARD PLANS FOR ATTRIBUTES 273
10.1 Introduction 273
10.2 The Dodge Romig Sampling Inspection Tables 275
10.3 The ABC or Military Standard 105D Plan 281
10.4 What Next? 315
10.5 Summary 318
Problems 319
References 322
11. ACCEPTANCE SAMPLING BY MEASUREMENTS 323
11.1 Potential Greater Efficiency by Variables
than by Attributes 323
11.2 Dependence Upon Knowledge of Distribution of
Individual x s 324
11.3 Use of Control Charts and Frequency Distributions
for Past Data 324
11.4 Decision Making on Lot Means, Known a 325
11.5 Decision Making on Percent Beyond a Specification,
Known a 331
11.6 Decision Making on Percent Beyond a Specification,
Unknown a 332
11.7 Single Sampling for Variability 336
11.8 Military Standard 414 Plan 341
11.9 Checking a Process Setting and a Process Capability 345
11.10 Summary 347
Problems 348
References 350
12. SEQUENTIAL ANALYSIS 353
12.1 Introduction 353
12.2 The General Approach 354
12.3 The Sequential Probability Ratio Test 355
12.4 Six Special Cases of Sequential Analysis Summarized 356
12.5 Some Examples 363
12.6 Use in Checking a Process Setting 369
12.7 A Sequential Test for Process Capability, Using Ranges 371
12.8 Use in the Laboratory 371
12.9 Two Derivations of Acceptance Rejection Constants 372
12.10 Summary 375
Problems 375
References 379
13. SOME OTHER SAMPLING PLANS 381
13.1 Sampling Inspection of Continuous Production 381
13.2 Chain Sampling Plans, ChSP 1 390
xii CONTENTS
13.3 Skip Lot Sampling Plan 392
13.4 Cusum Charts 395
13.5 Summary 399
Problems 400
References 401
14. STATISTICS OF COMBINATIONS, TOLERANCES FOR MATING PARTS 403
14.1 Introduction 403
14.2 Statistics of Sums and Differences 404
14.3 Use of Distributions in Assemblies 408
14.4 Tolerancing Assemblies by Specifying Process Controls
and Acceptance Sampling 417
14.5 Products, Quotients, and Other Functions 422
14.6 Summary 430
Problems 431
References 435
15. SOME OTHER FREQUENCY DISTRIBUTIONS 437
15.1 Introduction 437
15.2 Moments of Distributions 437
15.3 Some Frequency Distribution Models 441
15.4 A Goodness of Fit Test for Frequency Data 454
15.5 Summary 460
Problems 461
References 463
ANSWERS TO ODD NUMBERED PROBLEMS 465
APPENDIX 475
GLOSSARY OF SYMBOLS 507
AUTHOR INDEX 515
SUBJECT INDEX 519
|
| adam_txt |
CONTENTS
PREFACE v
1. INTRODUCTION 1
1.1 What is Statistics? 1
1.2 Why Statistical Quality Control? 1
1.3 Aim of Book 3
1.4 Prerequisites 3
1.5 Suggestions to the Student 3
2. BRIEF REVIEW OF STATISTICAL BACKGROUND 5
2.1 Population and Sample 5
2.2 Parameter and Statistic 5
2.3 Notations 6
2.4 Probability Definitions and Laws 9
2.5 Distribution of Sample Statistics 12
2.6 Statistical Estimation 16
2.7 Testing Hypotheses 18
References 21
3. CONTROL CHARTS IN GENERAL 23
3.1 Introduction 23
3.2 Running Records of Performance 23
3.3 Random and Assignable Causes 26
3.4 The Control Chart for Interpreting Variations in Quality 29
3.5 Two Purposes of Control Charts 32
3.6 Economic Balance Between Two Errors 33
3.7 Meaning of a Process in Control and Potential Advantages 33
Problems 35
References 38
4: CONTROL CHARTS FOR MEASUREMENTS 39
4.1 Introduction 39
4.2 Control Charts for Averages, Ranges and Standard
Deviations, from Given Standards 39
4.3 Control Charts for Averages, Ranges and Standard
Deviations, Analyzing Past Data 49
4.4 Comparison of the Two Charts for Variability 53
4.5 Comparison of a Process with Specifications 54
4.6 Continuing the Charts 60
4.7 Illustrative Examples 61
4.8 Kinds of Assignable Causes 78
4.9 When to Set Standard Values Process Capability 83
4.10 Use of Runs for Out of Controlness 85
4.11 Summary 86
Problems 89
References 96
ix
X CONTENTS
5. BACKGROUND OF CONTROL CHARTS FOR MEASUREMENTS 97
5.1 Introduction 97
5.2 The Empirical Approach to Sampling Distributions 97
5.3 Control Charts for Samples from Normal Populations of x's 98
Problems 106
References 106
6. CONTROL CHARTS FOR ATTRIBUTES 107
6.1 Introduction 107
6.2 Control Charts for Defectives 108
6.3 Control Charts for Defects 128
6.4 General Comments on Control Charts for Attributes 138
6.5 A Method of Rating Product Quality 140
6.6 Summary 142
Problems 144
References 156
7. MISCELLANEOUS TOPICS IN CONTROL CHARTS 157
7.1 Control Charts for Individual Measurements, Moving Ranges 157
7.2 Tool Wear and Other Gradual Process Changes 161
7.3 Charts for x and s, Large Samples 168
7.4 Charts for x and R or s, with Varying Sample Size 169
7.5 Different Types of Samples 172
7.6 Relative Efficiency of Different Types of Charts 180
7.7 Artificial "Specifications" for Greater Efficiency
in Attribute Charts= _ 183
7.8 Summary Charts for x and R 185
7.9 Variations of Control Charts 186
7.10 Summary 190
Problems 190
References 196
8. APPLICATIONS OF CONTROL CHARTS 203
8.1 What Manufacturing Problem to Work On 203
8.2 Attacking an Industrial Problem 204
8.3 List of Typical Applications of Control Charts 207
8.4 Use in the Laboratory 211
8.5 The Quality Control Person 212
8.6 Bibliography on Applications 213
9. ACCEPTANCE SAMPLING BY ATTRIBUTES 225
9.1 Why Acceptance Sampling? 225
9.2 Characteristics of Sampling Pains 226
9.3 Acceptance Criteria for Attribute Acceptance Plans 228
9.4 Operating Characteristic (OC) Curve. Defectives. 230
9.5 The Average Outgoing Quality Curve, AOQ Curve 239
9.6 The Average Sample Number Curve, ASN Curve 243
9.7 The Average Total Inspection Curve, ATI Curve 244
9.8 Characteristics of Double Sampling Plans 245
9.9 Further Notations on OC Curves 253
9.10 Characteristics for Defects Plans 255
CONTENTS Xi
9.11 Devising a Sampling Plan to Match Two Points on an OC
Curve 257
9.12 Use of Control Chart Record with Acceptance Sampling 259
9.13 Summary General Principles of Sampling Acceptance
and Some Misconceptions 260
Problems 269
References 271
10. SOME STANDARD PLANS FOR ATTRIBUTES 273
10.1 Introduction 273
10.2 The Dodge Romig Sampling Inspection Tables 275
10.3 The ABC or Military Standard 105D Plan 281
10.4 What Next? 315
10.5 Summary 318
Problems 319
References 322
11. ACCEPTANCE SAMPLING BY MEASUREMENTS 323
11.1 Potential Greater Efficiency by Variables
than by Attributes 323
11.2 Dependence Upon Knowledge of Distribution of
Individual x's 324
11.3 Use of Control Charts and Frequency Distributions
for Past Data 324
11.4 Decision Making on Lot Means, Known a 325
11.5 Decision Making on Percent Beyond a Specification,
Known a 331
11.6 Decision Making on Percent Beyond a Specification,
Unknown a 332
11.7 Single Sampling for Variability 336
11.8 Military Standard 414 Plan 341
11.9 Checking a Process Setting and a Process Capability 345
11.10 Summary 347
Problems 348
References 350
12. SEQUENTIAL ANALYSIS 353
12.1 Introduction 353
12.2 The General Approach 354
12.3 The Sequential Probability Ratio Test 355
12.4 Six Special Cases of Sequential Analysis Summarized 356
12.5 Some Examples 363
12.6 Use in Checking a Process Setting 369
12.7 A Sequential Test for Process Capability, Using Ranges 371
12.8 Use in the Laboratory 371
12.9 Two Derivations of Acceptance Rejection Constants 372
12.10 Summary 375
Problems 375
References 379
13. SOME OTHER SAMPLING PLANS 381
13.1 Sampling Inspection of Continuous Production 381
13.2 Chain Sampling Plans, ChSP 1 390
xii CONTENTS
13.3 Skip Lot Sampling Plan 392
13.4 Cusum Charts 395
13.5 Summary 399
Problems 400
References 401
14. STATISTICS OF COMBINATIONS, TOLERANCES FOR MATING PARTS 403
14.1 Introduction 403
14.2 Statistics of Sums and Differences 404
14.3 Use of Distributions in Assemblies 408
14.4 Tolerancing Assemblies by Specifying Process Controls
and Acceptance Sampling 417
14.5 Products, Quotients, and Other Functions 422
14.6 Summary 430
Problems 431
References 435
15. SOME OTHER FREQUENCY DISTRIBUTIONS 437
15.1 Introduction 437
15.2 Moments of Distributions 437
15.3 Some Frequency Distribution Models 441
15.4 A Goodness of Fit Test for Frequency Data 454
15.5 Summary 460
Problems 461
References 463
ANSWERS TO ODD NUMBERED PROBLEMS 465
APPENDIX 475
GLOSSARY OF SYMBOLS 507
AUTHOR INDEX 515
SUBJECT INDEX 519 |
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| illustrated | Not Illustrated |
| index_date | 2024-07-02T16:18:35Z |
| indexdate | 2024-07-09T20:51:31Z |
| institution | BVB |
| isbn | 0824763440 |
| language | English |
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| physical | 522 S. |
| publishDate | 1976 |
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| publisher | Dekker |
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| series | Statistics |
| series2 | Statistics |
| spelling | Burr, Irving W. Verfasser aut Statistical quality control methods Irving W. Burr 1. print. New York, N.Y. [u.a.] Dekker 1976 522 S. txt rdacontent n rdamedia nc rdacarrier Statistics 16 Qualité - Contrôle - Méthodes statistiques Quality control Statistical methods Statistische Qualitätskontrolle (DE-588)4182962-1 gnd rswk-swf Methode (DE-588)4038971-6 gnd rswk-swf Qualitätskontrolle (DE-588)4047968-7 gnd rswk-swf Mathematik (DE-588)4037944-9 gnd rswk-swf Mathematik (DE-588)4037944-9 s DE-604 Qualitätskontrolle (DE-588)4047968-7 s Statistische Qualitätskontrolle (DE-588)4182962-1 s Methode (DE-588)4038971-6 s 1\p DE-604 Statistics 16 (DE-604)BV000003265 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015371633&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Burr, Irving W. Statistical quality control methods Statistics Qualité - Contrôle - Méthodes statistiques Quality control Statistical methods Statistische Qualitätskontrolle (DE-588)4182962-1 gnd Methode (DE-588)4038971-6 gnd Qualitätskontrolle (DE-588)4047968-7 gnd Mathematik (DE-588)4037944-9 gnd |
| subject_GND | (DE-588)4182962-1 (DE-588)4038971-6 (DE-588)4047968-7 (DE-588)4037944-9 |
| title | Statistical quality control methods |
| title_auth | Statistical quality control methods |
| title_exact_search | Statistical quality control methods |
| title_exact_search_txtP | Statistical quality control methods |
| title_full | Statistical quality control methods Irving W. Burr |
| title_fullStr | Statistical quality control methods Irving W. Burr |
| title_full_unstemmed | Statistical quality control methods Irving W. Burr |
| title_short | Statistical quality control methods |
| title_sort | statistical quality control methods |
| topic | Qualité - Contrôle - Méthodes statistiques Quality control Statistical methods Statistische Qualitätskontrolle (DE-588)4182962-1 gnd Methode (DE-588)4038971-6 gnd Qualitätskontrolle (DE-588)4047968-7 gnd Mathematik (DE-588)4037944-9 gnd |
| topic_facet | Qualité - Contrôle - Méthodes statistiques Quality control Statistical methods Statistische Qualitätskontrolle Methode Qualitätskontrolle Mathematik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015371633&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000003265 |
| work_keys_str_mv | AT burrirvingw statisticalqualitycontrolmethods |