LEADER 03232nam 22005775 450 001 9910634035603321 005 20251204102108.0 010 $a3-031-09429-8 024 7 $a10.1007/978-3-031-09429-3 035 $a(MiAaPQ)EBC7153037 035 $a(Au-PeEL)EBL7153037 035 $a(CKB)25610216600041 035 $a(OCoLC)1354207621 035 $a(DE-He213)978-3-031-09429-3 035 $a(EXLCZ)9925610216600041 100 $a20221206d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aProbability, Statistics and Simulation $eWith Application Programs Written in R /$fby Alberto Rotondi, Paolo Pedroni, Antonio Pievatolo 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (643 pages) 225 1 $aLa Matematica per il 3+2,$x2038-5757 ;$v139 311 08$aPrint version: Rotondi, Alberto Probability, Statistics and Simulation Cham : Springer International Publishing AG,c2022 9783031094286 320 $aIncludes bibliographical references and index. 327 $a1 Probability -- 2 Representation of random phenomena -- 3 Basic probability theory -- 4 Multivariate Probability Theory -- 5 Functions of random variables -- 6 Basic statistics: parameter estimation -- 7 Basic statistics: hypothesis testing -- 8 Monte Carlo methods -- 9 Applications of Monte Carlo methods -- 10 Statistical inference and likelihood -- 11 Least squares -- 12 Experimental data analysis -- Appendix A: Table of symbols 533 -- Appendix B: R software 535 -- Appendix C: Moment-generating functions 539 -- Appendix D: Solutions of problems 543 -- Appendix E: Tables. 330 $aThis book presents in a compact form the program carried out in introductory statistics courses and discusses some essential topics for research activity, such as Monte Carlo simulation techniques, methods of statistical inference, best fit and analysis of laboratory data. All themes are developed starting from fundamentals, highlighting their applicative aspects, up to the detailed description of several cases particularly relevant for technical and scientific research. The text is dedicated to university students in scientific fields and to all researchers who have to solve practical problems by applying data analysis and simulation procedures. The R software is adopted throughout the book, with a rich library of original programs accessible to the readers through a website. 410 0$aLa Matematica per il 3+2,$x2038-5757 ;$v139 606 $aStatistics 606 $aProbabilities 606 $aStatistics 606 $aApplied Probability 615 0$aStatistics. 615 0$aProbabilities. 615 14$aStatistics. 615 24$aApplied Probability. 676 $a519.50285 676 $a519.5 700 $aRotondi$b Alberto$0288582 702 $aPedroni$b Paolo 702 $aPievatolo$b Antonio 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910634035603321 996 $aProbability, statistics and simulation$93088860 997 $aUNINA