Effective Statistical Learning Methods For Actuaries I Av Michel Denuit, Donatien Hainaut, Julien Trufin

This 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. The 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. This is the first of three volumes entitled Effective Statistical Learning Methods for Actuaries. Written by actuaries for actuaries, this series offers a comprehensive o

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	Effective Statistical Learning Methods For Actuaries I Av Michel Denuit, Donatien Hainaut, Julien Trufin	Se butikk	kr 549.00	Besøk butikk

Effective Statistical Learning Methods For Actuaries Ii Av Michel Denuit, Donatien Hainaut, Julien Trufin

This 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....

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Tree-based Methods For Statistical Learning In R Av Brandon M. (university Of Cincinnati Cincinnati Usa) Greenwell

Tree-based Methods for Statistical Learning in R provides a thorough introduction to both individual decision tree algorithms (Part I) and ensembles thereof (Part II). Part I of the book brings several different...

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Statistical Methods Av Cheryl Ann Willard

Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis, Second Edition is a textbook designed for students with no prior training in statistics. It provides a solid background of the core statistical...

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Statistical Methods For Biomedical Research

This book consists of four parts with 32 chapters adapted for four short courses, from the basic to the advanced levels of medical statistics (biostatistics), ideal for biomedical students. Part 1 is a compulsory course of Basic Statistics with descriptive...

kr 2915.00
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Effective Statistical Learning Methods For Actuaries I Av Michel Denuit, Donatien Hainaut, Julien Trufin

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