LEADER 02559nam 22005655 450 001 9911031662403321 005 20251001130450.0 010 $a3-032-01858-7 024 7 $a10.1007/978-3-032-01858-8 035 $a(CKB)41520731100041 035 $a(MiAaPQ)EBC32324979 035 $a(Au-PeEL)EBL32324979 035 $a(DE-He213)978-3-032-01858-8 035 $a(EXLCZ)9941520731100041 100 $a20251001d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aFoundations of Data Analysis /$fby Mike Nguyen 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (278 pages) 225 1 $aMathematics and Statistics Series 311 08$a3-032-01857-9 327 $a1 Introduction -- 2 Prerequisites -- 3 Descriptive Statistics -- 4 Basic Statistical Inference. 330 $aThis volume is designed not only as a foundation for mastering modern data analysis but also as a trusted companion for revision and review. Whether you're encountering these ideas for the first time or revisiting them to reinforce your understanding, this book provides a clear and structured pathway. It introduces essential topics such as descriptive statistics, probability, and statistical inference, while laying the groundwork for more advanced analytical methods. Emphasis is placed on conceptual clarity, interpretation, and practical intuition?making the material both rigorous and accessible. Rich with examples from business, economics, and policy research, this book equips students, professionals, and self-learners alike with the tools needed for applied data analysis and future modeling work. 410 0$aMathematics and Statistics Series 606 $aRegression analysis 606 $aMultivariate analysis 606 $aExperimental design 606 $aLinear Models and Regression 606 $aMultivariate Analysis 606 $aDesign of Experiments 615 0$aRegression analysis. 615 0$aMultivariate analysis. 615 0$aExperimental design. 615 14$aLinear Models and Regression. 615 24$aMultivariate Analysis. 615 24$aDesign of Experiments. 676 $a519.536 700 $aNguyen$b Mike$01850922 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911031662403321 996 $aFoundations of Data Analysis$94444156 997 $aUNINA