{"product_id":"effective-statistical-learning-methods-for-michel-denuit-9783030575557","title":"Effective Statistical Learning Methods for Actuaries II: Tree-Based Methods and Extensions","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 \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 \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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Michel Denuit, Donatien Hainaut, Julien Trufin\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030575551\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030575557\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/17\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 228\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.75lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.51d","brand":"Michel Denuit","offers":[{"title":"Paperback","offer_id":44213314093311,"sku":"9783030575557","price":29.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_148518a3-14e3-4bde-a3ce-44c8bcccbbbb.jpg?v=1692113176","url":"https:\/\/www.whiterainbookhouse.com\/products\/effective-statistical-learning-methods-for-michel-denuit-9783030575557","provider":"WR Book House","version":"1.0","type":"link"}