<p>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. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.</p><p>The 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.</p><p>This is the second of three volumes entitled <i>Effective Statistical Learning Methods for Actuaries</i>. Written by actuaries for actuaries, this series offers a comprehensive overview of insurance da
Pris: kr 549.00 fra Norli
Butikk | Pris | |
---|---|---|
kr 549.00 | Besøk butikk |
<p></p><p></p><p>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...
kr 549.00
Mer informasjon
<p><b><i>Tree-based Methods for Statistical Learning in R</i></b> 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...
kr 986.00
Mer informasjon
<P><EM>Statistical Methods: An Introduction to Basic Statistical Concepts and Analysis</EM>, Second Edition is a textbook designed for students with no prior training in statistics. It provides a solid background of the core statistical...
kr 639.00
Mer informasjon
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
Mer informasjon