{"product_id":"statistical-data-analytics-9781119030652","title":"Statistical Data Analytics","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eSolutions Manual to accompany Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery \u003cbr\u003e\u003c\/b\u003eA comprehensive introduction to statistical methods for data mining and knowledge discovery.\u003cb\u003e\u003cbr\u003e\u003c\/b\u003eExtensivesolutions using actual data (with sample \u003cb\u003eR\u003c\/b\u003e programming code) are provided, illustrating diverse informatic sources in genomics, biomedicine, ecological remote sensing, astronomy, socioeconomics, marketing, advertising and finance, among many others.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003ePreface vii\u003c\/p\u003e \u003cp\u003e1 Data analytics and data mining 1\u003c\/p\u003e \u003cp\u003e2 Basic probability and statistical distributions 3\u003c\/p\u003e \u003cp\u003e3 Data manipulation 14\u003c\/p\u003e \u003cp\u003e4 Data visualization and statistical graphics 28\u003c\/p\u003e \u003cp\u003e5 Statistical inference 45\u003c\/p\u003e \u003cp\u003e6 Techniques for supervised learning: simple linear regression 65\u003c\/p\u003e \u003cp\u003e7 Techniques for supervised learning: multiple linear regression 90\u003c\/p\u003e \u003cp\u003e8 Supervised learning: generalized linear models 134\u003c\/p\u003e \u003cp\u003e9 Supervised learning: classification 154\u003c\/p\u003e \u003cp\u003e10 Techniques for unsupervised learning: dimension reduction 185\u003c\/p\u003e \u003cp\u003e11 Techniques for unsupervised learning: clustering and association 200\u003c\/p\u003e \u003cp\u003eReferences 216\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49406969839959,"sku":"9781119030652","price":16.95,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781119030652.jpg?v=1730497736","url":"https:\/\/bookcurl.com\/products\/statistical-data-analytics-9781119030652","provider":"Book Curl","version":"1.0","type":"link"}