Joglekar | Statistical Methods for Six Sigma | Buch | sack.de

Joglekar Statistical Methods for Six Sigma



IN R&D and Manufacturing

1. Auflage 2003, 344 Seiten, Gebunden, HC gerader Rücken kaschiert, Format (B × H): 183 mm x 260 mm, Gewicht: 838 g
ISBN: 978-0-471-20342-1
Verlag: John Wiley & Sons


Joglekar Statistical Methods for Six Sigma

Lieferung vom Verlag mit leichten Qualitätsmängeln möglich

Weitere Infos & Material


1. Introduction.

2. Basic Statistics.

2.1 Descriptive Statistics.

2.2 Statistical Distributions.

2.3 Confidence Intervals.

2.4 Sample Size.

2.5 Tolerance Intervals.

2.6 Normality, Independence and Homoscedasticity.

3. Comparative Experiments and Regression Analysis.

3.1 Hypothesis Testing Framework.

3.2 Comparing Single Population.

3.3 Comparing Two Populations.

3.4 Comparing Multiple Populations.

3.5 Correlation.

3.6 Regression Analysis.

4. Control Charts.

4.1 Role of Control Charts.

4.2 Logic of Control Limits.

4.3 Variable Control Charts.

4.4 Attribute Control Charts.

4.5 Interpreting Control Charts.

4.6 Key Success Factors.

5. Process Capability.

5.1 Capability and Performance Indices.

5.2 E stimating Capability and Performance Indices.

5.3 Six-Sigma Goal.

5.4 Planning for Improvement.

6. Other Useful Charts.

6.1 Risk-based Control Ch arts.

6.2 Modified Control Limit Chart.

6.3 Moving Average Control Chart.

6.4 Short Run Control Charts

6.5 Charts for Non-Normal Distributions.

7. Variance Components Analysis.

7.1 Chart (Random Factor).

7.2 One-way Classification (Fixed Factor).

7.3 Structured Studies and Variance Components.

8. Quality Planning with Variance Components.

8.1 Typical Manufacturing Application.

8.2 Economic Loss Functions.

8.3 Planning for Quality Improvement.

8.4 Application to Multi-Lane Manufacturing Process.

8.5 Variance Transmission Analysis.

8.6 Application to a Factorial Design.

8.7 Variance Components and Specifications.

9. Measurement Systems Analysis.

9.1 Statistical Properties of Measurement Systems.

9.2 Acceptance Criteria.

9.3 Calibration Study.

9.4 Stability and Bias Study.

9.5 Repeatability and Reproducibility (R&R) Study.

9.6 Robustness and Intermediate Precision Studies.

9.7 Linearity Study.

9.8 Method Transfer Study.

9.9 Calculating Significant Figures.

10. What Color is Your Belt?

10.1 Test.

10.2 Answers.

Appendix A: Tail Area of Unit Normal Distribution.

Appendix B: Probability Points of the t Distribution with v Degrees of Freedom.

Appendix C: Probability Points of the x^2 Distribution with v Degrees of Freedom.

Appendix D1.k Values for Two-Sided Normal Tolerance Limits.

Appendix D2.k Values for One-Sided Normal Tolerance Limits.

Appendix E1: Percentage Points of the F Distribution: Upper 5% Points.

Appendix E2: Percentage Points of the F Distribution: Upper 2.5% Points.

Appendix F: Critical Values of Hartley's Maximum F Ratio Test for Homogeneity of Variances.

Appendix G: Table of Control Chart Constants.

Glossary Of Symbols.

References.

Index.


Joglekar
Anand M. Joglekar, PhD, is the President of Joglekar Associates, Inc., which provides education, consulting, and software to help companies achieve business successes through the application of statistical methods. He received his PhD in engineering with extensive statistics education from the University of Wisconsin, Madison. As a practicing engineer-statistician he has implemented statistical methods in various functions within a company to accelerate development, achieve high quality, and reduce cost. He has taught statistical methods to thousands of industry participants through in-house seminars or seminars sponsored by industry associations such as the Institute of Food Technologists.


Ihre Fragen, Wünsche oder Anmerkungen

Ihre Nachricht*
Wie möchten Sie kontaktiert werden?
Anrede*
Titel
Vorname*
Nachname*
Ihre E-Mail-Adresse*
Firma
Telefon
Fax
Bestellnr.
Kundennr.
Lediglich mit * gekennzeichnete Felder sind Pflichtfelder.
Wenn Sie die im Kontaktformular eingegebenen Daten durch Klick auf den nachfolgenden Button übersenden, erklären Sie sich damit einverstanden, dass wir Ihr Angaben für die Beantwortung Ihrer Anfrage verwenden. Selbstverständlich werden Ihre Daten vertraulich behandelt und nicht an Dritte weitergegeben. Sie können der Verwendung Ihrer Daten jederzeit widersprechen. Das Datenhandling bei Sack Fachmedien erklären wir Ihnen in unserer Datenschutzerklärung.