Statistical methods for quality: with applications to engineering and management
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Englewood Cliffs, NJ
Prentice-Hall
1995
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 368 S. graph. Darst. |
| ISBN: | 0130137499 |
Staff View
MARC
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| 650 | 7 | |a Qualité - Contrôle - Méthodes statistiques |2 ram | |
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Record in the Search Index
| _version_ | 1804125083926528000 |
|---|---|
| adam_text | CONTENTS
PREFACE
1 INTRODUCTION i
1.1 Statistics in Engineering and Management 2
1.2 What Is Quality? 2
1.3 Quality and Statistics 4
2 QUALITY 6
2.1 Modern Philosophers of Quality 7
2.2 Management Methods for Quality Improvement 9
2.3 Total Quality Management 10
2.4 Group Problem Solving and Identification of Causes 13
2.5 The Cost of Quality 17
2.6 The Taguchi Loss Function 21
3 DATA ANALYSIS 29
3.1 Measurement and Variability 30
3.2 Exploration of Raw Data 31
3.3 Frequency Distributions 37
3.4 Graphs of Frequency Distributions 42
3.5 Descriptive Measures 48
3.6 Application to Quality 59
vj Contents
4 PROBABILITY DISTRIBUTIONS e?
4.1 Sample Spaces and Random Variables 68
4.2 Probability 70
4.3 Probability Distributions 75
4.4 The Binomial Distribution 79
4.5 The Poisson Distribution 88
4.6 Application to Quality 94
5 CONTINUOUS PROBABILITY
DISTRIBUTIONS 102
5.1 Distributions of Continuous Random Variables 103
5.2 The Normal Curve of Error 105
5.3 Probabilities and the Normal Distribution 106
5.4 Checking Data for Normality 113
5.5 Other Continuous Distributions 120
5.6 Application to Quality 125
6 SAMPLING AND SAMPLING
DISTRIBUTIONS 134
6.1 Random Samples 135
6.2 The Large Sample Sampling Distribution of the Mean 137
6.3 The Small Sample Sampling Distribution of the Mean 144
6.4 Sampling Distributions Involving Variances 147
7 DRAWING INFERENCES
FROM SAMPLES 153
7.1 Statistical Inference 154
7.2 Estimation of a Population Mean 154
7.3 Estimation of a Population Variance 160
7.4 Estimation of a Proportion 163
7.5 Significance Tests Involving Means 166
7.6 Significance Tests Involving Variances 175
7.7 Significance Tests Involving Proportions 179
7.8 Application to Quality 183
Contents vii
8 STATISTICAL PROCESS CONTROL m
8.1 Introduction to SPC 190
8.2 Control Charts for Variables 191
8.3 Control Charts for Attributes 204
8.4 Cusum Charts 211
8.5 Process Capability 214
8.6 Maintenance of SPC Programs 218
9 REGRESSION ANALYSIS 225
9.1 Simple Linear Regression 226
9.2 Correlation 235
9.3 Multiple Regression 240
9.4 Analysis of Residuals 245
9.5 Application to Quality 250
10 DESIGN OF EXPERIMENTS 255
10.1 The Role of Experimental Design in Quality 256
10.2 One Way Designs 257
10.3 Randomized Block Designs 266
10.4 Factorial Designs 272
10.5 Fractional Factorial Designs 284
10.6 Application to Quality 291
11 RELIABILITY 301
11.1 Systems Reliability 302
11.2 Failure Time Distributions 305
11.3 System Reliability Under the Exponential Assumption 309
11.4 Life Testing 312
APPENDIX A:
STATISTICAL TABLES sn
APPENDIX B:
BIBLIOGRAPHY m
viii Contents
ANSWERS TO ODD NUMBERED
EXERCISES 344
INDEX set
|
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| callnumber-first | T - Technology |
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| callnumber-search | TS156 |
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| dewey-full | 658.5/62/015195 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.5/62/015195 |
| dewey-search | 658.5/62/015195 |
| dewey-sort | 3658.5 262 515195 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Wirtschaftswissenschaften |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T17:55:56Z |
| institution | BVB |
| isbn | 0130137499 |
| language | English |
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| owner | DE-703 DE-473 DE-BY-UBG |
| owner_facet | DE-703 DE-473 DE-BY-UBG |
| physical | X, 368 S. graph. Darst. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Prentice-Hall |
| record_format | marc |
| spelling | Miller, Irwin Verfasser aut Statistical methods for quality with applications to engineering and management Irwin Miller ; Marylees Miller Englewood Cliffs, NJ Prentice-Hall 1995 X, 368 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Maîtrise statistique des processus ram Qualité - Contrôle - Méthodes statistiques Qualité - Contrôle - Méthodes statistiques ram Quality control Statistical methods Statistische Qualitätskontrolle (DE-588)4182962-1 gnd rswk-swf Statistische Qualitätskontrolle (DE-588)4182962-1 s DE-604 Miller, Marylees Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007077865&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Miller, Irwin Miller, Marylees Statistical methods for quality with applications to engineering and management Maîtrise statistique des processus ram Qualité - Contrôle - Méthodes statistiques Qualité - Contrôle - Méthodes statistiques ram Quality control Statistical methods Statistische Qualitätskontrolle (DE-588)4182962-1 gnd |
| subject_GND | (DE-588)4182962-1 |
| title | Statistical methods for quality with applications to engineering and management |
| title_auth | Statistical methods for quality with applications to engineering and management |
| title_exact_search | Statistical methods for quality with applications to engineering and management |
| title_full | Statistical methods for quality with applications to engineering and management Irwin Miller ; Marylees Miller |
| title_fullStr | Statistical methods for quality with applications to engineering and management Irwin Miller ; Marylees Miller |
| title_full_unstemmed | Statistical methods for quality with applications to engineering and management Irwin Miller ; Marylees Miller |
| title_short | Statistical methods for quality |
| title_sort | statistical methods for quality with applications to engineering and management |
| title_sub | with applications to engineering and management |
| topic | Maîtrise statistique des processus ram Qualité - Contrôle - Méthodes statistiques Qualité - Contrôle - Méthodes statistiques ram Quality control Statistical methods Statistische Qualitätskontrolle (DE-588)4182962-1 gnd |
| topic_facet | Maîtrise statistique des processus Qualité - Contrôle - Méthodes statistiques Quality control Statistical methods Statistische Qualitätskontrolle |
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