000			03237nam a2200265 a 4500
001			51537
003			0000000000
005			20240411193314.0
008			230303n s 000 0 eng d
010			_a2018949329
020			_a978-9-811-31736-1
100	1		_aSelvamuthu, Dharmaraja.
245	1	0	_aIntroduction to Statistical Methods, Design of Experiments and Statistical Quality Control _h[electronic resource] / _cDharmaraja Selvamuthu; Dipayan Das.
260			_aSingapore : _bSpringer, _cc2018
300			_a1 online resource.
505	0		_aChapter 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.
520			_aThis 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.
650		7	_aMathematical statistics. _2sears
650		7	_aMathematical statistics. _xMethodology. _2sears
650		7	_aProbability & statistics. _2sears
700	1		_aDas, Dipayan, _eAuthor.
856			_uhttps://drive.google.com/file/d/1C-_SmFfmicB2L5A1vQgn1yk3pkZ_NHQR/view?usp=share_link
999			_c16718 _d16718