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Showing 1 - 12 of 12 results for “michel denuit”
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  • Effective Statistical Learning Methods for Actuaries III

    Neural Networks and Extensions

    by Michel Denuit, Donatien Hainaut, Julien Trufin ...
    Series series Mathematics and Statistics (R0)
    This book reviews some of the most recent developments in neural networks, with a focus on applications in actuarial sciences and finance. It simultaneously introduces the relevant tools for developing and analyzing neural networks, in a style that is mathematically rigorous yet accessible.Artificial intelligence and neural networks offer a powerful alternative to statistical methods for analyzing ... Read more

    $64.99 CAD

  • Effective Statistical Learning Methods for Actuaries I

    GLMs and Extensions

    by Michel Denuit, Donatien Hainaut, Julien Trufin ...
    Series series Mathematics and Statistics (R0)
    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 ... Read more

    $64.99 CAD

  • Effective Statistical Learning Methods for Actuaries II

    Tree-Based Methods and Extensions

    by Michel Denuit, Donatien Hainaut, Julien Trufin ...
    Series series Mathematics and Statistics (R0)
    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.The exposition alternates between ... Read more

    $64.99 CAD

  • Modelling Longevity Dynamics for Pensions and Annuity Business

    by Ermanno Pitacco, Michel Denuit, Steven Haberman, Annamaria Olivieri ...
    Mortality improvements, uncertainty in future mortality trends and the relevant impact on life annuities and pension plans constitute important topics in the field of actuarial mathematics and life insurance techniques. In particular, actuarial calculations concerning pensions, life annuities and other living benefits (provided, for example, by long-term care insurance products and whole life ... Read more

    $124.99 CAD

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  • An Introduction to Statistical Learning

    with Applications in R

    by Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani ...
    Series series Mathematics and Statistics (R0)
    An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant ... Read more

    $83.99 CAD

  • A Handbook of Analytics

    A Guide to Statistics and Analytics

    by Ankita Sinha ...
    A Handbook of Analytics is a guide to statistics and analytics. Data analytics are used to predict future patterns of data using mathematical and statistical models. Therefore, it is imperative for the professionals working in the field of data analytics to not only be able to use multiple functionalities on various tools but to have in-depth knowledge of statistics, predictive analytics and ... Read more

    $1.85 CAD

  • Data Analysis and Data Mining

    An Introduction

    by Adelchi Azzalini, Bruno Scarpa ...
    An introduction to statistical data mining, Data Analysis and Data Mining is both textbook and professional resource. Assuming only a basic knowledge of statistical reasoning, it presents core concepts in data mining and exploratory statistical models to students and professional statisticians-both those working in communications and those working in a technological or scientific capacity-who have ... Read more

    $125.99 CAD

  • Microeconometrics

    Methods and Applications

    by A. Colin Cameron, Pravin K. Trivedi ...
    This book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and panel data. The book is oriented to the practitioner. A basic understanding of the linear regression model with matrix algebra is assumed. The text can be used for a microeconometrics ... Read more

    $107.99 CAD

  • Generalized Linear Models for Insurance Data

    by Piet de Jong, Gillian Z. Heller ...
    Series series International Series on Actuarial Science
    This is the only book actuaries need to understand generalized linear models (GLMs) for insurance applications. GLMs are used in the insurance industry to support critical decisions. Until now, no text has introduced GLMs in this context or addressed the problems specific to insurance data. Using insurance data sets, this practical, rigorous book treats GLMs, covers all standard exponential family ... Read more

    $123.99 CAD

  • Statistical Analysis Techniques in Particle Physics

    Fits, Density Estimation and Supervised Learning

    by Ilya Narsky, Frank C. Porter ...
    Modern analysis of HEP data needs advanced statistical tools to separate signal from background. This is the first book which focuses on machine learning techniques. It will be of interest to almost every high energy physicist, and, due to its coverage, suitable for students. ... Read more

    $140.99 CAD

  • Basic Statistics

    An Introduction with R

    by Tenko Raykov, George A. Marcoulides ...
    Basic Statistics provides an accessible and comprehensive introduction to statistics using the free, state-of-the-art, powerful software program R. This book is designed to both introduce students to key concepts in statistics and to provide simple instructions for using R.This concise book:Teaches essential concepts in statistics, assuming little background knowledge on the part of the ... Read more

    $100.99 CAD

  • Negative Binomial Regression

    by Joseph M. Hilbe ...
    This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popular first edition. The only text devoted entirely to the negative binomial model and its many variations, nearly every model discussed in the literature is addressed. The theoretical and distributional background of each model is discussed, together with examples of their construction, application, ... Read more

    $108.99 CAD