02437nam 2200589 450 991082357030332120231110213152.01-119-04364-61-119-03066-81-119-04357-31-119-04363-8(CKB)4330000000001450(DLC) 2015017261(Au-PeEL)EBL1895958(CaPaEBR)ebr11069584(CaONFJC)MIL909280(OCoLC)908287103(Au-PeEL)EBL7104372(JP-MeL)3000110644(MiAaPQ)EBC1895958(EXLCZ)99433000000000145020150707h20162016 uy 0engur|||||||||||txtrdacontentnrdamediancrdacarrierStatistical data analytics foundations for data mining, informatics, and knowledge discovery, Solutions manual /Walter W. PiegorschChichester, England :Wiley,2016.20161 online resourceSolutions Manual1-118-61965-X 1-119-03065-X Includes bibliographical references.Cover -- Title Page -- Copyright -- Contents -- Preface -- Chapter 1 Data analytics and data mining -- Chapter 2 Basic probability and statistical distributions -- Chapter 3 Data manipulation -- Chapter 4 Data visualization and statistical graphics -- Chapter 5 Statistical inference -- Chapter 6 Techniques for supervised learning: simple linear regression -- Chapter 7 Techniques for supervised learning: multiple linear regression -- Chapter 8 Supervised learning: generalized linear models -- Chapter 9 Supervised learning: classification -- Chapter 10 Techniques for unsupervised learning: dimension reduction -- Chapter 11 Techniques for unsupervised learning: clustering and association -- References -- EULA.New York Academy of Sciences Data miningMathematicsMathematical statisticsData miningMathematics.Mathematical statistics.006.3/12417njb/09519.5njb/09Piegorsch Walter W.292437MiAaPQMiAaPQMiAaPQBOOK9910823570303321Statistical data analytics3963501UNINA