Statistical process control for quality improvement:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Chapman and Hall
1993
|
| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XX, 391 S. graph. Darst. |
| ISBN: | 041203431X |
Staff View
MARC
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| 245 | 1 | 0 | |a Statistical process control for quality improvement |c James R. Thompson ; Jacek Koronacki |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a New York [u.a.] |b Chapman and Hall |c 1993 | |
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Record in the Search Index
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| adam_text | Contents
Preface xi
1 Statistical Process Control: A Brief Overview 1
1.1. Introduction 1
1.2. Quality Control: Origins, Misperceptions 3
1.3. A Case Study in Statistical Process Control 6
1.4. If Humans Behaved Like Machines 9
1.5. Pareto s Maxim 10
1.6. Deming s Fourteen Points 14
1.7. QC Misconceptions, East and West 19
1.8. White Balls, Black Balls 21
1.9. The Basic Paradigm of Statistical Process Control 33
1.10. Basic Statistical Procedures in Statistical Process Control 34
1.11. Acceptance Sampling 40
1.12. Summary 42
References 44
Problems 45
2 Acceptance Rejection SPC 51
2.1. Introduction 51
2.2. The Basic Test 53
2.3. The Basic Test with Equal Lot Size 56
2.4. Testing with Unequal Lot Sizes 61
2.5. Testing with Open Ended Count Data 66
Problems 71
vii
3 The Development of Mean and Standard Deviation
Control Charts 75
3.1. Introduction 75
3.2. A Contaminated Production Process 77
3.3. Estimation of Parameters of the Norm Process 81
3.4. Robust Estimators for Uncontaminated Process Parameters 90
3.5. A Process with Mean Drift 96
3.6. A Process with Upward Drift in Variance 102
3.7. Charts for Individual Measurements 106
References 119
Problems 120
4 Sequential Approaches 127
4.1. Introduction 127
4.2. The Sequential Likelihood Ratio Test 127
4.3. CUSUM Test for Shift of the Mean 130
4.4. Shewhart CUSUM Chart 134
4.5. Performance of CUSUM Test on Data with Mean Drift 137
4.6. Sequential Tests for Persistent Shift of the Mean 140
4.7. CUSUM Performance on Data with Upward Variance Drift 157
4.8. Acceptance Rejection CUSUMS 161
References 164
Problems 165
5 Exploratory Techniques for Preliminary Analysis 169
5.1. Introduction 169
5.2. The Schematic Plot 170
5.3. Smoothing by Threes 175
References 185
Problems 185
viii
6 Optimization Approaches 189
6.1. Introduction 189
6.2. A Simplex Algorithm for Optimization 192
6.3. Selection of Objective Function 203
6.4. Motivation for Linear Models 208
6.5. Multivariate Extensions 219
6.6. Least Squares 220
6.7. Model Enrichment 200
6.8. Testing for Model Enrichment 227
6.9. 2 Factorial Designs 233
6.10.Some Rotatable Quadratic Designs 238
6.11.Saturated Designs 245
6.12.A Simulation Based Approach 246
References 249
Problems 250
7 Multivariate Approaches 257
7.1. Introduction 257
7.2. Likelihood Ratio Tests for Location 258
7.3. A Compound Test 267
7.4. A Robust Estimate of In Control Location 269
7.5. A Rank Test for Location Slippage 271
7.6. A Rank Test for Change in Scale and/or Location 275
References 279
Problems 280
Appendix A A Brief Introduction to Linear Algebra 283
A.I. Introduction 283
A.2. Elementatry Arithmetic 286
A.3. Linear Independence of Vectors 289
A.4. Determinants 291
A.5. Inverses 294
A.6. Definiteness of a Matrix 296
A.7. Eigenvalues and Eigenvectors 296
A.8. Matrix Square Root 300
A.9. Gram Schmidt Orthogonalization 301
ix
Appendix B A Brief Introduction to Stochastics 303
B.I. Introduction 303
B.2. Conditional Probability 309
B.3. Random Variables 311
B.4. Discrete Probability Distributions 316
B.5. More on Random Variables 322
B.6. Continuous Probability Distributions 325
B.7. Laws of Large Numbers 335
B.8. Moment Generating Functions 337
B.9. Central Limit Theorem 341
B.lO.Conditional Density Functions 343
B. 11.Random Vectors 344
B.12.Poisson Process 352
B.13.Statistical Inference 354
Appendix C Statistical Tables 379
C.I. Table of the Normal Distribution 380
C.2. Table of the x2 Distribution 381
C.3. Table of Student s t Distribution 382
C.4. Table of the F(.O5) Distribution 383
C.5. Table of the F{.Q ) Distribution 384
C.6. Table of the F(.OO2) Distribution 385
C.7. Table of the F(.001) Distribution 386
Index 387
x
|
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| dewey-hundreds | 600 - Technology (Applied sciences) |
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| dewey-tens | 650 - Management and auxiliary services |
| discipline | Mathematik Wirtschaftswissenschaften |
| edition | 1. publ. |
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| id | DE-604.BV010326964 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T17:50:35Z |
| institution | BVB |
| isbn | 041203431X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006872688 |
| oclc_num | 611369813 |
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| owner | DE-521 DE-522 DE-188 |
| owner_facet | DE-521 DE-522 DE-188 |
| physical | XX, 391 S. graph. Darst. |
| publishDate | 1993 |
| publishDateSearch | 1993 |
| publishDateSort | 1993 |
| publisher | Chapman and Hall |
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| spelling | Thompson, James R. Verfasser aut Statistical process control for quality improvement James R. Thompson ; Jacek Koronacki 1. publ. New York [u.a.] Chapman and Hall 1993 XX, 391 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Commande de processus - Méthodes statistiques ram Kwaliteitscontrole gtt Procesbeheersing gtt Statistische methoden gtt Process control -- Statistical methods Production management -- Quality control Statistische Prozesslenkung (DE-588)4249675-5 gnd rswk-swf Production - Gestion ram Statistische Prozesslenkung (DE-588)4249675-5 s DE-604 Koronacki, Jacek Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006872688&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Thompson, James R. Koronacki, Jacek Statistical process control for quality improvement Commande de processus - Méthodes statistiques ram Kwaliteitscontrole gtt Procesbeheersing gtt Statistische methoden gtt Process control -- Statistical methods Production management -- Quality control Statistische Prozesslenkung (DE-588)4249675-5 gnd |
| subject_GND | (DE-588)4249675-5 |
| title | Statistical process control for quality improvement |
| title_auth | Statistical process control for quality improvement |
| title_exact_search | Statistical process control for quality improvement |
| title_full | Statistical process control for quality improvement James R. Thompson ; Jacek Koronacki |
| title_fullStr | Statistical process control for quality improvement James R. Thompson ; Jacek Koronacki |
| title_full_unstemmed | Statistical process control for quality improvement James R. Thompson ; Jacek Koronacki |
| title_short | Statistical process control for quality improvement |
| title_sort | statistical process control for quality improvement |
| topic | Commande de processus - Méthodes statistiques ram Kwaliteitscontrole gtt Procesbeheersing gtt Statistische methoden gtt Process control -- Statistical methods Production management -- Quality control Statistische Prozesslenkung (DE-588)4249675-5 gnd |
| topic_facet | Commande de processus - Méthodes statistiques Kwaliteitscontrole Procesbeheersing Statistische methoden Process control -- Statistical methods Production management -- Quality control Statistische Prozesslenkung Production - Gestion |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006872688&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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