{"product_id":"effective-statistical-learning-methods-for-actuaries-ii-tree-based-methods-and-extensions-von-michel-denuit-julien-trufin-donatien-hainaut","title":"Effective Statistical Learning Methods for Actuaries II","description":"\n                                \n                \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                \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                \n                \u003cp\u003e\n                                        This is the second of three volumes entitled \n                    \n                    \u003ci\u003eEffective Statistical Learning Methods for Actuaries\u003c\/i\u003e\n                                        . Written by actuaries for actuaries, this series offers a comprehensive overview of insurancedata analytics with applications to P\u0026amp;C, life and health insurance.\n                \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\n                                        \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030575557\"\u003e\u003ch3\u003eTree-Based Methods and Extensions\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783030575557","offer_id":39424008126557,"sku":"9783030575557","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/7d9d55b9-6648-4759-b277-68f5373368be.jpg?v=1772082778","url":"https:\/\/shop.autorenwelt.de\/products\/effective-statistical-learning-methods-for-actuaries-ii-tree-based-methods-and-extensions-von-michel-denuit-julien-trufin-donatien-hainaut","provider":"Autorenwelt Shop","version":"1.0","type":"link"}