Claim Models

Claim Models
Author: Greg Taylor
Publisher: MDPI
Total Pages: 108
Release: 2020-04-15
Genre: Business & Economics
ISBN: 3039286641

This collection of articles addresses the most modern forms of loss reserving methodology: granular models and machine learning models. New methodologies come with questions about their applicability. These questions are discussed in one article, which focuses on the relative merits of granular and machine learning models. Others illustrate applications with real-world data. The examples include neural networks, which, though well known in some disciplines, have previously been limited in the actuarial literature. This volume expands on that literature, with specific attention to their application to loss reserving. For example, one of the articles introduces the application of neural networks of the gated recurrent unit form to the actuarial literature, whereas another uses a penalized neural network. Neural networks are not the only form of machine learning, and two other papers outline applications of gradient boosting and regression trees respectively. Both articles construct loss reserves at the individual claim level so that these models resemble granular models. One of these articles provides a practical application of the model to claim watching, the action of monitoring claim development and anticipating major features. Such watching can be used as an early warning system or for other administrative purposes. Overall, this volume is an extremely useful addition to the libraries of those working at the loss reserving frontier.

The History of Actuarial Science Vol I

The History of Actuarial Science Vol I
Author: Steven Haberman
Publisher: Taylor & Francis
Total Pages: 362
Release: 2024-10-28
Genre: Business & Economics
ISBN: 1040238343

A book which covers the key period in the history of actuarial science from the mid-17th century to the early 19th century. There are reprints of the most important treatises, pamphlets, tables and writings which trace the development of the actuarial industry.

Statistical Distribution in Scientific Work

Statistical Distribution in Scientific Work
Author: Charles Taillie
Publisher: Springer Science & Business Media
Total Pages: 482
Release: 1981-09-30
Genre: Mathematics
ISBN: 9789027713346

Proceedings of the NATO Advanced Study Institute, Trieste, Italy, July 10-August 1, 1980

Actuarial Science

Actuarial Science
Author: I.B. MacNeill
Publisher: Springer Science & Business Media
Total Pages: 258
Release: 2012-12-06
Genre: Mathematics
ISBN: 9400947968

On May 27-31, 1985, a series of symposia was held at The University of Western Ontario, London, Canada, to celebrate the 70th birthday of Pro fessor V. M. Joshi. These symposia were chosen to reflect Professor Joshi's research interests as well as areas of expertise in statistical science among faculty in the Departments of Statistical and Actuarial Sciences, Economics, Epidemiology and Biostatistics, and Philosophy. From these symposia, the six volumes which comprise the "Joshi Festschrift" have arisen. The 117 articles in this work reflect the broad interests and high quality of research of those who attended our conference. We would like to thank all of the contributors for their superb cooperation in helping us to complete this project. Our deepest gratitude must go to the three people who have spent so much of their time in the past year typing these volumes: Jackie Bell, Lise Constant, and Sandy Tarnowski. This work has been printed from "camera ready" copy produced by our Vax 785 computer and QMS Lasergraphix printers, using the text processing software TEX. At the initiation of this project, we were neophytes in the use of this system. Thank you, Jackie, Lise, and Sandy, for having the persistence and dedication needed to complete this undertaking.

Insurance and Risk Theory

Insurance and Risk Theory
Author: Marc Goovaerts
Publisher: Springer Science & Business Media
Total Pages: 477
Release: 2012-12-06
Genre: Business & Economics
ISBN: 9400946201

Canadian financial institutions have been in rapid change in the past five years. In response to these changes, the Department of Finance issued a discussion paper: The Regulation of Canadian Financial Institutions, in April 1985, and the government intends to introduce legislation in the fall. This paper studi.es the combinantion of financial institutions from the viewpoint of ruin probability. In risk theory developed to describe insurance companies [1,2,3,4,5J, the ruin probability of a company with initial reserve (capital) u is 6 1 -:;-7;;f3 u 1jJ(u) = H6 e H6 (1) Here,we assume that claims arrive as a Poisson process, and the claim amount is distributed as exponential distribution with expectation liS. 6 is the loading, i.e., premium charged is (1+6) times expected claims. Financial institutions are treated as "insurance companies": the difference between interest charged and interest paid is regarded as premiums, loan defaults are treated as claims.

Modern Actuarial Theory and Practice

Modern Actuarial Theory and Practice
Author: Philip Booth
Publisher: CRC Press
Total Pages: 734
Release: 1998-10-20
Genre: Mathematics
ISBN: 9780849303883

In the last two decades, there has been a significant shift in thinking and in the approach taken to actuarial practice: moving from deterministic methods (with implicit or explicit margins to protect against variability) to fully stochastic methods. Important international developments are currently being made in actuarial education, with radical changes being implemented in Australia and North America, and evolutionary changes planned in the UK. At the same time, the Consultative Group of Actuarial Associations within the EU and the International Forum of Actuarial Associations are both actively considering the international harmonization of professional qualifications. Modern Actuarial Theory and Practice matches the philosophy of those international developments, and the manner in which actuarial qualifications are changing and are likely to continue to change. It describes the traditional areas of actuarial activity with an emphasis on the fundamental principles, as well as the economic, financial, and statistical foundations of actuarial theory and practice. Information is presented in five interconnected sections: Investment Life Insurance General Insurance Pensions Actuarial Models which can be read separately or taken as part of the integrated whole. This text will be an invaluable aid for final-year undergraduates, MSc students, research students preparing for an MPhil or Ph. D degree, and to student actuaries preparing for the professional actuarial examinations of a number of professional bodies. Practicing actuaries will also find this a useful guide to current methodologies and models.