Format:
1 Online-Ressource (xxxi, 181 Seiten)
Edition:
Student ed
ISBN:
0898714214
,
9780898714210
Series Statement:
ASA-SIAM series on statistics and applied probability 4
Note:
Mode of access: World Wide Web. - System requirements: Adobe Acrobat Reader
,
Includes bibliographical references and index
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Preface -- Introductions -- The benefits of cases, partnering for the future of the statistics profession -- 1. Are the fish safe to eat? Assessing mercury levels in fish in Maine lakes -- 2. Chemical assay validation -- 3. Automating a manual telephone process -- 4. Dissolution method equivalence -- 5. Comparison of hospital length of stay between two insurers for patients with pediatric asthma -- 6. Comparing nonsteroidal anti-inflammatory drugs with respect to stomach damage -- 7. Validating an assay of viral contamination -- 8. Control charts for quality characteristics under nonnormal distributions -- 9. Evaluation of sound to improve customer value -- 10. Improving integrated circuit manufacture using a designed experiment -- 11. Evaluating the effects of nonresponse and the number of response levels on survey samples -- 12. Designing an experiment to obtain a target value in the chemical processes industry -- 13. Investigating flight response of Pacific Brant to helicopters at Izembek Lagoon, Alaska by using logistic regression -- 14. Estimating the biomass of forage fishes in Alaska's Prince William Sound following the Exxon Valdez oil spill -- 15. A simplified simulation of the impact of environmental interference on measurement systems in an electrical components testing laboratory --
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16. Cerebral blood flow cycling, anesthesia and arterial blood pressure -- 17. Modeling circuit board yields -- 18. Experimental design for process settings in aircraft manufacturing -- 19. An evaluation of process capability for fuel injector process using Monte Carlo simulation -- 20. Data fusion and maintenance policies for continuous production processes -- Index
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Statisticians know that the clean data sets that appear in textbook problems have little to do with real-life industry data. To better prepare their students for all types of statistical careers, academic statisticians now strive to use data sets from real-life statistical problems. This book contains 20 case studies that use actual data sets that have not been simplified for classroom use. Each case study is a collaboration between statisticians from academe and from business, industry, or government
Additional Edition:
Erscheint auch als Druck-Ausgabe, Paperback ISBN 0898714214
Additional Edition:
Erscheint auch als Druck-Ausgabe, Paperback ISBN 9780898714210
Language:
English
Subjects:
Economics
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Mathematics
Keywords:
Statistik
;
Anwendung
;
Fallstudiensammlung
DOI:
10.1137/1.9780898719741
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