{"product_id":"statistical-data-analytics-foundations-for-data-mining-informatics-and-knowledge-discovery-solutions-manual-paperback-softback-9781119030652","title":"Statistical Data Analytics; Foundations for Data Mining, Informatics, and Knowledge Discovery, Solutions Manual (Paperback \/ softback) 9781119030652","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eStatistical Data Analytics\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eFoundations for Data Mining, Informatics, and Knowledge Discovery, Solutions Manual\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eWalter W. Piegorsch (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781119030652, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 18 December 2015\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e240 pages\u003cbr\u003e24.4 x 17 x 1.3 cm, 0.358 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\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\u003eExtensive solutions 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\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\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\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Mathematics [\u003ca title=\"See our other books on Mathematics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Mathematics%20%5BPB%5D%22\"\u003ePB\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley","offers":[{"title":"Brand New","offer_id":52421392924952,"sku":"9781119030652","price":16.79,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781119030652.jpg?v=1784594607","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/statistical-data-analytics-foundations-for-data-mining-informatics-and-knowledge-discovery-solutions-manual-paperback-softback-9781119030652","provider":"Freshly Printed Books","version":"1.0","type":"link"}