{"product_id":"9783030575557","title":"Effective Statistical Learning Methods for Actuaries II","description":"\u003cp\u003eThis book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.\u003c\/p\u003e\n\n\u003cp\u003eThe exposition alternates between methodological aspects and numerical illustrations or case studies. All numerical illustrations are performed with the R statistical software. The technical prerequisites are kept at a reasonable level in order to reach a broad readership. In particular, master's students in actuarial sciences and actuaries wishing to update their skills in machine learning will find the book useful.\u003c\/p\u003e\n\n\u003cp\u003eThis is the second of three volumes entitled \u003ci\u003eEffective Statistical Learning Methods for Actuaries\u003c\/i\u003e. Written by actuaries for actuaries, this series offers a comprehensive overview of insurance data analytics with applications to P\u0026amp;C, life and health insurance.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePublication Year: \u003c\/strong\u003e2020\u003cbr\u003e\u003cstrong\u003eImprint: \u003c\/strong\u003eSpringer International Publishing\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003c\/p\u003e","brand":"Michel Denuit","offers":[{"title":"Default Title","offer_id":41255840448690,"sku":"9783030575557","price":70.19,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0502\/5382\/4178\/products\/3030575551.01_SCLZZZZZZZ.jpg?v=1635864361","url":"https:\/\/readabook.store\/products\/9783030575557","provider":"READABOOK BY ALKEM","version":"1.0","type":"link"}