03347nam 22006735 450 991048491690332120251204103814.03-030-48997-310.1007/978-3-030-48997-7(CKB)4100000011363611(DE-He213)978-3-030-48997-7(MiAaPQ)EBC6272546(Au-PeEL)EBL6272546(OCoLC)1181993053(PPN)269149597(MiAaPQ)EBC30766841(Au-PeEL)EBL30766841(EXLCZ)99410000001136361120200727d2020 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierAn Introduction to Data Analysis in R Hands-on Coding, Data Mining, Visualization and Statistics from Scratch /by Alfonso Zamora Saiz, Carlos Quesada González, Lluís Hurtado Gil, Diego Mondéjar Ruiz1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (XV, 276 p. 99 illus., 81 illus. in color.)Use R!,2197-57443-030-48996-5 Includes bibliographical references.Preface -- 1 Introduction -- 2 Introduction to R -- 3 Databases in R -- 4 Visualization -- 5 Data Analysis with R -- R Packages and Funtions.This textbook offers an easy-to-follow, practical guide to modern data analysis using the programming language R. The chapters cover topics such as the fundamentals of programming in R, data collection and preprocessing, including web scraping, data visualization, and statistical methods, including multivariate analysis, and feature exercises at the end of each section. The text requires only basic statistics skills, as it strikes a balance between statistical and mathematical understanding and implementation in R, with a special emphasis on reproducible examples and real-world applications. This textbook is primarily intended for undergraduate students of mathematics, statistics, physics, economics, finance and business who are pursuing a career in data analytics. It will be equally valuable for master students of data science and industry professionals who want to conduct data analyses.Use R!,2197-5744Mathematical statisticsData processingQuantitative researchData miningStatisticsStatistics and ComputingData Analysis and Big DataData Mining and Knowledge DiscoveryStatistics in Business, Management, Economics, Finance, InsuranceMathematical statisticsData processing.Quantitative research.Data mining.Statistics.Statistics and Computing.Data Analysis and Big Data.Data Mining and Knowledge Discovery.Statistics in Business, Management, Economics, Finance, Insurance.005.133Zamora Saiz Alfonso845493MiAaPQMiAaPQMiAaPQBOOK9910484916903321An Introduction to Data Analysis in R1887564UNINA