Coverart for item
The Resource Introduction to statistical methods, design of experiments and statistical quality control, Dharmaraja Selvamuthu, Dipayan Das, (electronic book)

Introduction to statistical methods, design of experiments and statistical quality control, Dharmaraja Selvamuthu, Dipayan Das, (electronic book)

Label
Introduction to statistical methods, design of experiments and statistical quality control
Title
Introduction to statistical methods, design of experiments and statistical quality control
Statement of responsibility
Dharmaraja Selvamuthu, Dipayan Das
Creator
Contributor
Subject
Language
eng
Summary
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
Member of
Cataloging source
YDX
http://library.link/vocab/creatorName
Selvamuthu, Dharmaraja
Dewey number
519.5
Index
index present
LC call number
QA276
LC item number
.S45 2018
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Das, Dipayan.
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Mathematical statistics
  • Statistics
  • Statistical Theory and Methods
Label
Introduction to statistical methods, design of experiments and statistical quality control, Dharmaraja Selvamuthu, Dipayan Das, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9789811317354
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-13-1736-1
Specific material designation
remote
Label
Introduction to statistical methods, design of experiments and statistical quality control, Dharmaraja Selvamuthu, Dipayan Das, (electronic book)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9789811317354
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-13-1736-1
Specific material designation
remote

Library Locations

Processing Feedback ...