03232nam 22005775 450 991063403560332120251204102108.03-031-09429-810.1007/978-3-031-09429-3(MiAaPQ)EBC7153037(Au-PeEL)EBL7153037(CKB)25610216600041(OCoLC)1354207621(DE-He213)978-3-031-09429-3(EXLCZ)992561021660004120221206d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierProbability, Statistics and Simulation With Application Programs Written in R /by Alberto Rotondi, Paolo Pedroni, Antonio Pievatolo1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (643 pages)La Matematica per il 3+2,2038-5757 ;139Print version: Rotondi, Alberto Probability, Statistics and Simulation Cham : Springer International Publishing AG,c2022 9783031094286 Includes bibliographical references and index.1 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.This 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.La Matematica per il 3+2,2038-5757 ;139StatisticsProbabilitiesStatisticsApplied ProbabilityStatistics.Probabilities.Statistics.Applied Probability.519.50285519.5Rotondi Alberto288582Pedroni PaoloPievatolo AntonioMiAaPQMiAaPQMiAaPQBOOK9910634035603321Probability, statistics and simulation3088860UNINA