{"product_id":"9783030258191","title":"Springer Actuarial: GLMs and Extensions","description":"\u003ch1\u003eSpringer Actuarial: GLMs and Extensions\u003c\/h1\u003e \u003ch2\u003eDenuit, Michel; Hainaut, Donatien; Trufin, Julien\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book summarizes the state of the art in generalized linear models (GLMs) and their various extensions: GAMs, mixed models and credibility, and some nonlinear variants (GNMs). In order to deal with tail events, analytical tools from Extreme Value Theory are presented. Going beyond mean modeling, it considers volatility modeling (double GLMs) and the general modeling of location, scale and shape parameters (GAMLSS). Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eThe exposition alternates between methodological aspects and case studies, providing numerical illustrations using the R statistical software. The technical prerequisites are kept at a reasonable level in order to reach a broad readership. \u003c\/p\u003e\n\n\u003cp\u003eThis is the first 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. Although closely related to the other two volumes, this volume can be read independently.\u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2019-09-18\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030258191\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-25820-7\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 441\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44808033796236,"sku":"9783030258191","price":53.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030258191.jpg?v=1776010317","url":"https:\/\/lateknightbooks.com\/products\/9783030258191","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}