Introduction to Statistical Methods, Design of Experiments and Statistical Quality Control / by Dharmaraja Selvamuthu, Dipayan Das.
Material type: TextPublisher: Singapore : Springer Singapore : Imprint: Springer, 2018Edition: 1st ed. 2018Description: 1 online resource (XXI, 430 pages 90 illustrations, 39 illustrations in color.)Content type: text Media type: computer Carrier type: online resourceISBN: 9789811317361Subject(s): Statistics | Statistical Theory and MethodsAdditional physical formats: Print version:: Introduction to statistical methods, design of experiments and statistical quality control.; Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification: 519.5 LOC classification: QA276 | .Se4 2018Item type | Current library | Collection | Call number | Copy number | Status | Notes | Date due | Barcode |
---|---|---|---|---|---|---|---|---|
AAMUSTED Books | AAMUSTED-NASKA II Library, MAMPONG Reference | Non-fiction | QA276 .Se4 2018 (Browse shelf(Opens below)) | C1 | Available (Restricted Access) | Please! Handle our books with care!. | 0000000000921 | |
AAMUSTED Books | AAMUSTED-NASKA II Library, MAMPONG Lending Book Shelf | Non-fiction | QA276 .Se4 2018 (Browse shelf(Opens below)) | C3 | Available | Kindly handle Library materials carefully | 0000000005610 |
Browsing AAMUSTED-NASKA II Library, MAMPONG shelves, Shelving location: Reference, Collection: Non-fiction Close shelf browser (Hides shelf browser)
No cover image available | No cover image available | No cover image available | ||||||
QA273 .P94 1969 Probability and Statistics/ | QA276 .B13 1967 Statistics: An introduction to tests of significance/ | QA276 .C2 2013 Statistics Unplugged/ | QA276 .Se4 2018 Introduction to Statistical Methods, Design of Experiments and Statistical Quality Control / | QA276 .Se4 2018 Introduction to statistical methods, design of experiments and statistical quality control/ | QA276.12 .B62 1997 Elementary statistics : a step by step approach / | QA276.12 .B62 1997 Elementary statistics : a step by step approach / |
Chapter 1. Introduction -- Chapter 2. Review of Probability -- Chapter 3. Descriptive Statistics -- Chapter 4. Sampling Distributions and Estimation -- Chapter 5. Testing of Hypothesis -- Chapter 6. Analysis of Correlation and Regression -- Chapter 7. Single Factor Experimental Design -- Chapter 8. Multi-Factor Experimental Designs -- Chapter 9. Response Surface Methodology -- Chapter 10. Statistical Quality Control.
This book provides an accessible presentation of concepts from probability theory, statistical methods, the design of experiments and statistical quality control. It is shaped by the experience of the two teachers teaching statistical methods and concepts to engineering students, over a decade. Practical examples and end-of-chapter exercises are the highlights of the text as they are purposely selected from different fields. Statistical principles discussed in the book have great relevance in several disciplines like economics, commerce, engineering, medicine, health-care, agriculture, biochemistry, and textiles to mention a few. A large number of students with varied disciplinary backgrounds need a course in basics of statistics, the design of experiments and statistical quality control at an introductory level to pursue their discipline of interest. No previous knowledge of probability or statistics is assumed, but an understanding of calculus is a prerequisite. The whole book serves as a master level introductory course in all the three topics, as required in textile engineering or industrial engineering. Organised into 10 chapters, the book discusses three different courses namely statistics, the design of experiments and quality control. Chapter 1 is the introductory chapter which describes the importance of statistical methods, the design of experiments and statistical quality control. Chapters 2-6 deal with statistical methods including basic concepts of probability theory, descriptive statistics, statistical inference, statistical test of hypothesis and analysis of correlation and regression. Chapters 7-9 deal with the design of experiments including factorial designs and response surface methodology, and Chap. 10 deals with statistical quality control.
Description based on publisher-supplied MARC data.
There are no comments on this title.