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 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. This is the second of three volumes entitled Effective Statistical Learning Methods for Actuaries. Written by actuaries for actuaries, this series offers a comprehensive overview of insurance data analytics with applications to P&C, life and health insurance.

The growth of Islamic finance today is undeniable given its services, product innovation, performance and achievements, with the Islamic insurance market being no exception; it has retained global market recognition in a parallel platform as Islamic finance moves forward. There is much written regarding the Islamic insurance system, but rarely do researchers present the various Islamic insurance products and their structures in one collective place. This book is a timely addition in meeting contemporary market demands by providing a much-needed overview of the Islamic insurance products and their Shari'ah compliant structures. This book would be of interest to academics, researchers, students and professionals who are seeking to understand the products offered.

Die Autoren berucksichtigen in dieser Neuauflage aktuelle Entwicklungen, indem sie nicht nur die bestehenden Inhalte "auffrischen," sondern wichtige neue Abschnitte einbauen, so zum Beispiel zum ISM-Code (dem wichtigsten Massnahmebundel zur Gewahrleistung eines sicheren Schiffsbetriebs) oder zum Maklerrecht, das durch die EU-Maklerrichtlinie vollig neu gefasst wurde."

This book deals with Enterprise Risk Management (ERM) and, in particular, Quantitative Risk Management (QRM) in life insurance business. Constituting a "bridge" between traditional actuarial mathematics and insurance risk management processes, its purpose is to provide advanced undergraduate and graduate students in the Actuarial Sciences, Finance and Economics with the basics of ERM (in general) and QRM applied to life insurance business. The main topics dealt with are: general issues on ERM, risk management tools for life insurance and life annuities, deterministic and stochastic analysis of the behaviour of a portfolio fund, application of sensitivity testing to assess ranges of results of interest, stress testing to assess the impact of extreme scenarios, and the product development process for life annuity products.

Sicherheitsmanagement wird mit Hilfe des vorliegenden Handbuchs und der Software Ariadne SMS effizient und kostengunstig. Die Autoren beschreiben die Digitalisierung des Expertenwissens von Unfalluntersuchern und dessen maschinelle Verarbeitung. Das gesamte Unfallgeschehen wird mit algorithmisch auswertbaren Schlusseln strukturiert klassifiziert. Unfalldeskriptoren und Fehlervariablen werden auf der Basis des 3-Ebenen-Modells der Unfallentstehung zu Risikoprofilen und Praventionsmassnahmen verarbeitet. Ariadne SMS basiert auf aktueller Web-IT und ist durch selbstlernende Netze innovativ. Automatisierte Muster- und Spracherkennungsverfahren generieren valide Risikovorhersagen und Simulationen der Wirksamkeit von Massnahmen auf die Risikoverteilung. Fehlerquellen entfallen, Bearbeitungsschritte werden eingespart, Informationen sind transparent und jederzeit verfugbar. Der praktische Einsatz bei Bundeswehr und Berufsgenossenschaften fuhrte zu erheblichen Einsparungen. Anwendungen in Medizin und Unternehmensfuhrung, im Umwelt- und Katastrophenschutz sowie bei Versicherungen sind moeglich.

Carsten Rahlfs entwickelt ein Bewertungsmodell zur Ableitung von Handlungsempfehlungen zur Optimierung der Wertschopfungspolitik mittelstandischer Versicherungsunternehmen. Er kommt zu dem Ergebnis, dass zunachst zu prufen ist, ob die Beibehaltung einer Wertschopfungsstufe zur Steigerung des Shareholder Value beitragt."

Long-listed for the FT & Goldman Sachs Business Book of the Year Award 2011

The true story of how risk destroys, as told through the ongoing saga of AIG

From the collapse of Bear Stearns and Lehman Brothers, the subject of the financial crisis has been well covered. However, the story central to the crisis-that of AIG-has until now remained largely untold. "Fatal Risk: A Cautionary Tale of AIG's Corporate Suicide" tells the inside story of what really went on inside AIG that caused it to choke on risk and nearly brining down the entire economic system. The book
Reveals inside information available nowhere else, including the personal notes and records of key players such as the former Chairman of AIG, Hank GreenbergTakes readers behind the scenes at the U.S. Treasury and the Federal Reserve Bank of New YorkDetails how an understanding of risk built AIG, but a disdain for government regulators led to a run-in with New York State Attorney General Eliot Spitzer

"Fatal Risk" is the comprehensive and compelling true story of the company at the center of the financial storm and how it nearly caused the entire economic system to collapse.

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 overview of insurance data analytics with applications to P&C, life and health insurance. Although closely related to the other two volumes, this volume can be read independently.

This volume gathers selected peer-reviewed papers presented at the international conference "MAF 2016 - Mathematical and Statistical Methods for Actuarial Sciences and Finance", held in Paris (France) at the Universite Paris-Dauphine from March 30 to April 1, 2016. The contributions highlight new ideas on mathematical and statistical methods in actuarial sciences and finance. The cooperation between mathematicians and statisticians working in insurance and finance is a very fruitful field, one that yields unique theoretical models and practical applications, as well as new insights in the discussion of problems of national and international interest. This volume is addressed to academicians, researchers, Ph.D. students and professionals.

Index based insurance schemes can play a vital role in insuring poor people in developing countries against a multitude of risk. However, the concept doesn't go along without any obstacles. Matthias Roedl provides a theoretical framework of index based insurance schemes and further highlights where the latter distinguishes from a classic indemnity insurance. Thereby, scholars can gain a comprehensive theoretical insight into the topic, while practitioners are enabled to identify and understand fundamental challenges for their project upfront as well as to foster sound solutions.

Bislang war Ungarn in der vergleichenden Wohlfahrtsstaatsforschung kaum beachtet worden. Das Buch des an der Universitat Szeged (Ungarn) lehrenden Autors beschreibt nun die Entwicklung des ungarischen Wohlfahrtsstaates im 20. Jahrhundert, einschliesslich der kommunistischen Ara, und analysiert insbesondere deren konvergierenden und divergierenden Grundzuge in einem westeuropaischen vergleichenden Kontext. Neben der Ausgabenentwicklung wird auch die Entwicklung von Institutionen und sozialen Rechten untersucht. Aus dem Inhalt: Kap. 1: Changes in welfare expenditures Kap. 2: Major structural characteristics of welfare Kap. 3: Development of social rights Kap. 4: Organization and control Kap. 5: Determinants of welfare development Bibliography Tables Appendix"

This book, unique in its composition, reviews the academic empirical literature on how CDSs actually work in practice, including during distressed times of market crises. It also discusses the mechanics of single-name and index CDSs, the theoretical costs and benefits of CDSs, as well as comprehensively summarizes the empirical evidence on important aspects of these instruments of risk transfer. Full-time academics, researchers at financial institutions, and students will benefit from the dispassionate and comprehensive summary of the academic literature; they can read this book instead of identifying, collecting, and reading the hundreds of academic articles on the important subject of credit risk transfer using derivatives and benefit from the synthesis of the literature provided.

This book is written for the experienced portfolio manager and professional options traders. It is a practical guide offering how to apply options math in a trading world that demands mathematical measurement. Every options trader deals with an array of calculations: beginners learn to identify risks and opportunities using a short list of strategies, while researchers and academics turn to advanced technical manuals. However, almost no books exist for the experienced portfolio managers and professional options traders who fall between these extremes. Michael C. Thomsett addresses this glaring gap with The Mathematics of Options, a practical guide with actionable tools for the practical application of options math in a world that demands quantification. It serves as a valuable reference for advanced methods of evaluating issues of pricing, payoff, probability, and risk. In his characteristic approachable style, Thomsett simplifies complex hot button issues-such as strategic payoffs, return calculations, and hedging options-that may be mentioned in introductory texts but are often underserved. The result is a comprehensive book that helps traders understand the mathematic concepts of options trading so that they can improve their skills and outcomes.

This book explores the profound transformation that has taken place in European insurance legislation since January 2016. Expert contributions discuss the changes that have taken place in the supervision of insurance and reinsurance undertakings through an economic risk-based approach. They outline the European insurance market before going on to show how Solvency II and Insurance Distribution Directive (IDD) are expected to generate significant benefits and have a positive impact on all parties involved in the insurance industry, the supervisory authorities and the insured. They also show how Solvency II is likely to benefit the economy as a whole, promoting more efficient allocation of capital and risk in a financial stability framework. This volume will be of interest to academics and researchers in the field of insurance regulation.

This book is the first attempt to re-define objective risk. It addresses the cost of running out of capital as a generalized cost syndrome and explains how it is possible to describe this cost in such a way as to give it practical, real-life significance for personal finances, company finances and the economy as a whole. The discussion begins by presenting an intuitive and useful definition of risk: the probability of prospective capital shortfall. From this point it establishes a risk theory and expands the work of major thinkers such as Frank Knight and John Maynard Keynes, and adds reserve capital as a new financial risk management tool, with an economic function that is different from savings. This book will be of interest to economists, politicians, and decision makers as well as to the general public.

This book adopts an international perspective to examine how the online sale of insurance challenges the insurance regulation and the insurance contract, with a focus on insurance sales, consumer protection, cyber risks and privacy, as well as dispute resolution. Today insurers, policyholders, intermediaries and regulators interact in an increasingly online world with profound implications for what has up to now been a traditionally operating industry. While the growing threats to consumer and business data from cyber attacks constitute major sources of risk for insurers, at the same time cyber insurance has become the fastest growing commercial insurance product in many jurisdictions. Scholars and practitioners from Europe, the United States and Asia review these topics from the viewpoints of insurers, policyholders and insurance intermediaries. In some cases, existing insurance regulations appear readily adaptable to the online world, such as prohibitions on deceptive marketing of insurance products and unfair commercial practices, which can be applied to advertising through social media, such as Facebook and Twitter, as well as to traditional written material. In other areas, current regulatory and business practices are proving to be inadequate to the task and new ones are emerging. For example, the insurance industry and insurance supervisors are exploring how to review, utilize, profit from and regulate the explosive growth of data mining and predictive analytics ("big data"), which threaten long-standing privacy protection and insurance risk classification laws. This book's ambitious international scope matches its topics. The online insurance market is cross-territorial and cross-jurisdictional with insurers often operating internationally and as part of larger financial-services holding companies. The authors' exploration of these issues from the vantage points of some of the world's largest insurance markets - the U.S., Europe and Japan - provides a comparative framework, which is necessary for the understanding of online insurance.

This informative volume synthesizes the literatures on health economics, risk management, and health services into a concise guide to the financial and social basics of health insurance with an eye to its wide-scale upgrade. Its scope takes in concepts of health capital, strengths and limitations of insurance models, the effectiveness of coverage and services, and the roles of healthcare providers and government agencies in the equation. Coverage surveys the current state of group and public policies, most notably the effects of the Affordable Care Act on insurers and consumers and the current interest in universal coverage and single-payer plans. Throughout, the author provides systemic reasons to explain why today's health insurance fails so many consumers, concluding with reality-based recommendations for making insurance more valuable to both today's market and consumer well-being. Included among the topics: *Defining health insurance and healthcare finance. *Consuming and investing in health. *The scope of health insurance and its constraints. *Matching health insurance supply and demand. *The role of government in health insurance. *Ongoing challenges and the future of health insurance. Bringing a needed degree of objectivity to often highly subjective material, What Is Health Insurance (Good) For? is a call to reform to be read by health insurance researchers (including risk management insurance and health services research), professionals, practitioners, and policymakers.

This book draws readers' attention to the financial aspects of daily life at a corporation by combining a robust mathematical setting and the explanation and derivation of the most popular models of the firm. Intended for third-year undergraduate students of business finance, quantitative finance, and financial mathematics, as well as first-year postgraduate students, it is based on the twin pillars of theory and analytics, which merge in a way that makes it easy for students to understand the exact meaning of the concepts and their representation and applicability in real-world contexts. Examples are given throughout the chapters in order to clarify the most intricate aspects; where needed, there are appendices at the end of chapters, offering additional mathematical insights into specific topics. Due to the recent growth in knowledge demand in the private sector, practitioners can also profit from the book as a bridge-builder between university and industry. Lastly, the book provides useful information for managers who want to deepen their understanding of risk management and come to recognize what may have been lacking in their own systems.

This volume aims to discuss the current research, theory, methodology and applications of macropreudential regulation and policy for the Islamic financial industry. Published in cooperation with the Islamic Research and Training Institute (IRTI), this book features contributions from a workshop presented in collaboration with the University College of Bahrain (UCB) in Manama, Bahrain, aimed to bring together experts in Islamic banking and regulation and financial economics. This resulting book sheds light on how macroprudential policy may be implemented in the Islamic financial system, and indicates current challenges and their effects on economic growth, financial stability and monetary regulation. Macroprudential policy is increasingly seen as a way of dealing with the different dimensions of systemic risk. But many central banks, bank supervisors and regulators have limited experience with macroprudential tools, particularly in the Islamic financial industry. Given the complementarities between monetary policy and financial stability, it appears that central banks would always play an important role in macroprudential policy. But how should macroprudential policy best interact with monetary policy? It is becoming more pressing for the central banks to conduct monetary policy in which its conventional banking system operates side by side with Islamic banking system. This question has received increasing attention in the research literature but there is much we still need to learn. This is why new insights from research on macroprudential policy - which has gained important impetus in recent years - are so valuable. Featuring contributions on topics such as macroprudential regulation, policy, tools and instruments; governance, systematic risk, monetary policy, and bank leverage, the editors provide a collection of comprehensive research covering the most important issues on macroprudential policy and regulation for the Islamic financial industry. This volume is expected to be a significant contribution to the literature in the field of Islamic finance and evaluation of public policies to promote the development for Islamic financial industry. It is also served as a key text for students, academics, researchers, policy-makers in the field of Islamic finance.

This book describes specific problems and proposes solutions for different areas of finance in Central and Southeastern European countries. Covering a broad spectrum of topics, from monetary economics and electronic money to capital markets, banking and insurance, it comprises theoretical and empirical contributions by authors from nine countries - Poland, Slovakia, Croatia, Bosnia and Herzegovina, Romania, Bulgaria, Montenegro, Serbia and Greece. Intended for academics as well as policy makers and practitioners it offers new perspectives on Central and Southeastern European finance research.

This book provides an overview of classical actuarial techniques, including material that is not readily accessible elsewhere such as the Ammeter risk model and the Markov-modulated risk model. Other topics covered include utility theory, credibility theory, claims reserving and ruin theory. The author treats both theoretical and practical aspects and also discusses links to Solvency II. Written by one of the leading experts in the field, these lecture notes serve as a valuable introduction to some of the most frequently used methods in non-life insurance. They will be of particular interest to graduate students, researchers and practitioners in insurance, finance and risk management.

This study investigates the complex link between natural disasters, individual behaviour - in the form of an individual's risk-taking propensity and level of trust - and the demand for microinsurance. Developing countries are particularly vulnerable to the impacts of natural hazards and climate change as they affect their development processes and set back poverty reduction efforts. Using a unique data set for rural Cambodia based on a survey, experimental games and a discrete choice experiment, the study highlights the importance of perceptions, expectations and psychological factors in decision-making processes with substantial consequences for long-term economic perspectives and poverty alleviation.