LEADER 04026nam 22006015 450 001 9910847592103321 005 20240408130430.0 010 $a981-9993-63-6 024 7 $a10.1007/978-981-99-9363-5 035 $a(CKB)31403724100041 035 $a(MiAaPQ)EBC31260699 035 $a(Au-PeEL)EBL31260699 035 $a(MiAaPQ)EBC31266816 035 $a(Au-PeEL)EBL31266816 035 $a(DE-He213)978-981-99-9363-5 035 $a(EXLCZ)9931403724100041 100 $a20240408d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aIntroduction to Probability, Statistical Methods, Design of Experiments and Statistical Quality Control$b[electronic resource] /$fby Dharmaraja Selvamuthu, Dipayan Das 205 $a2nd ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (623 pages) 225 1 $aUniversity Texts in the Mathematical Sciences,$x2731-9326 311 $a981-9993-62-8 327 $aChapter 1. Introduction -- Chapter 2. Basic Concepts of Probability -- Chapter 3. Random Variable and Distribution Function -- Chapter 4. Standard Deviation -- Chapter 5. Multiple Random Variable and Joint Distribution -- Chapter 6. Limiting Distributions -- Chapter 7. Descriptive Statistics -- Chapter 8. Sampling Distributions -- Chapter 9. Estimation -- Chapter 10. Testing of Hypothesis -- Chapter 11. Analysis of Correlation and Regression -- Chapter 12. Single Factor Experimental Design -- Chapter 13. Multi-Factor Experimental Designs -- Chapter 14. Response Surface Methodology -- Chapter 15. Acceptance Sampling -- Chapter 16. Control Charts. Appendix A. Statistical Tables -- Appendix B. Introduction to the R Software Program. . 330 $aThis revised book provides an accessible presentation of concepts from probability theory, statistical methods, the design of experiments, and statistical quality control. It is shaped by the experience of the two teachers teaching statistical methods and concepts to engineering students. Practical examples and end-of-chapter exercises are the highlights of the text, as they are purposely selected from different fields. Statistical principles discussed in the book have a great relevance in several disciplines like economics, commerce, engineering, medicine, health care, agriculture, biochemistry, and textiles to mention a few. Organised into 16 chapters, the revised book discusses four major topics?probability theory, statistical methods, the design of experiments, and statistical quality control. A large number of students with varied disciplinary backgrounds need a course in basics of statistics, the design of experiments and statistical quality control at an introductory level to pursue their discipline of interest. No previous knowledge of probability or statistics is assumed, but an understanding of calculus is a prerequisite. The whole book also serves as a master level introductory course in all the three topics, as required in textile engineering or industrial engineering. 410 0$aUniversity Texts in the Mathematical Sciences,$x2731-9326 606 $aStatistics 606 $aProbabilities 606 $aExperimental design 606 $aStatistical Theory and Methods 606 $aProbability Theory 606 $aDesign of Experiments 615 0$aStatistics. 615 0$aProbabilities. 615 0$aExperimental design. 615 14$aStatistical Theory and Methods. 615 24$aProbability Theory. 615 24$aDesign of Experiments. 676 $a519.5 700 $aSelvamuthu$b Dharmaraja$0767983 701 $aDas$b Dipayan$0767984 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910847592103321 996 $aIntroduction to Probability, Statistical Methods, Design of Experiments and Statistical Quality Control$94156249 997 $aUNINA