LEADER 03240nam 22005775 450 001 9910746962003321 005 20251009095753.0 010 $a3-031-40299-5 024 7 $a10.1007/978-3-031-40299-9 035 $a(MiAaPQ)EBC30764511 035 $a(Au-PeEL)EBL30764511 035 $a(PPN)272736996 035 $a(CKB)28443816300041 035 $a(DE-He213)978-3-031-40299-9 035 $a(OCoLC)1402101994 035 $a(EXLCZ)9928443816300041 100 $a20230930d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aUsing MATLAB to Solve Statistical Problems $eA Practical Guide to the Book ?Statistics for Chemical and Process Engineers? /$fby Yuri A.W. Shardt 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (74 pages) 225 1 $aSpringer essentials,$x2731-3115 311 08$aPrint version: Shardt, Yuri A. W. Using MATLAB to Solve Statistical Problems Cham : Springer,c2023 9783031402982 320 $aIncludes bibliographical references. 327 $aIntroduction to MATLABŪ -- Data Visualisation -- Chapter 2 : Data Visualisation -- Theoretical Statistics, Distributions, Hypothesis Testing, and Confidence Intervals -- Regression Analysis and Design of Experiments. 330 $aThis companion book to the textbook Statistics for Chemical and Process Engineers?A Modern Approach provides a complete overview of how to use Matlab to solve typical statistical problems in engineering. In addition to short sections on the required theory, the focus of the book is on detailed, line-by-line MATLAB code for solving the specific problems. Furthermore, solutions are provided for standard problems that can then be re-used and modified as necessary. End-of-chapter questions allow the reader to independently test the knowledge acquired. Content Detailed solutions for problems in Data visualisation Hypothesis testing Linear and nonlinear regression Design of experiments Time-series analysis System identification Target Groups Students and engineers that wish to solve statistical problems using Matlab Professors and instructors that wish to use Matlab in their courses The Author Prof. Dr. Yuri A.W. Shardt is currently the chair of the Department of Automation Engineering (de: Fachgebiet Automatisierungstechnik) at the Technical University of Ilmenau. 410 0$aSpringer essentials,$x2731-3115 606 $aAutomatic control 606 $aIndustrial engineering 606 $aProduction engineering 606 $aControl and Systems Theory 606 $aIndustrial and Production Engineering 615 0$aAutomatic control. 615 0$aIndustrial engineering. 615 0$aProduction engineering. 615 14$aControl and Systems Theory. 615 24$aIndustrial and Production Engineering. 676 $a519.4/0285 700 $aShardt$b Yuri A. W.$01077122 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910746962003321 996 $aUsing MATLAB to Solve Statistical Problems$93573664 997 $aUNINA