B.Sc. Statistics
7th Semester Syllabus
Select Paper in this Semester
MJC-13 : Statistical Quality Control (सांख्यिकीय गुणवत्ता नियंत्रण)
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Unit 1: UNIT I
◦Quality: Definition
◦Dimensions of quality
◦Chance and assignable Causes of quality variation
◦Statistical Control Charts- Construction and Statistical basis of 3-σ Control charts
Unit 2: UNIT II
◦Control charts for variables: X-bar & R-chart
◦X-bar & s-chart
◦Control charts for attributes: np-chart
◦p-chart
◦C-chart and u-chart
◦Comparison between control charts for variables and control charts for attributes
◦Analysis of patterns on control chart
◦Estimation of process capability
Unit 3: UNIT III
◦Acceptance sampling plan: Principle of acceptance sampling plans
◦Single and Double sampling plan their OC, AQL, LTPD, AOQ, AOQL, ASN, ATI functions with graphical interpretation, use and interpretation of Dodge and Romig's sampling inspection plan tables
Unit 4: UNIT IV
◦Introduction to Six-Sigma: Overview of Six Sigma
◦Lean Manufacturing and Total Quality Management (TQM)
◦Organizational Structure and Six Sigma training plans- Selection Criteria for Six-Sigma roles and training plans
◦Voice of customers (VOC): Importance and VOC data collection
Reference Books:
- Gupta, S. C. and Kapoor, V. K. (2020): Fundamentals of Mathematical Statistics, S. Chand & Sons, New Delhi.
- Goon A.M., Gupta M.K. and Dasgupta B. (2002): Fundamentals of Statistics, Vol. I & II, The World Press, Kolkata.
- Montgomery, D. C. (2009): Introduction to Statistical Quality Control, Wiley India Pvt. Ltd.
- Montgomery, D. C. and Runger, G.C. (2008): Applied Statistics and Probability for Engineers, 3rd Edition reprint, Wiley India Pvt. Ltd.