Although sensor fusion is an essential prerequisite for autonomous driving, it entails a number of challenges and potential risks. For example, the commonly used deep fusion networks are lacking in interpretability and robustness. To address these fundamental issues, this book introduces the mechanism of deep fusion models from the perspective of uncertainty and models the initial risks in order to create a robust fusion architecture.This book reviews the multi-sensor data fusion m...

In this age of climatic and financial uncertainty, it becomes increasingly important to balance the cost, benefits and risk of wildfire management. In the United States, increased wildland fire activity over the last 15 years has resulted in drastic damage and loss of life. An associated rapid increase in fire management costs has consumed higher portions of budgets of public entities involved in wildfire management, challenging their ability to fulfill other responsibilities. Increased pu...

What new theories, evidence, and policies have shaped health economics in the 21st century? Editors Mark Pauly, Thomas McGuire, and Pedro Pita Barros assemble the expertise of leading authorities in this survey of substantive issues. In 16 chapters they cover recent developments in health economics, from medical spending growth to the demand for health care, the markets for pharmaceutical products, the medical workforce, and equity in health and health care. Its global perspective, includi...

Introducing Survival Analysis and Event History Analysis is an accessible, practical and comprehensive guide for researchers and students who want to understand the basics of survival and event history analysis and apply these methods without getting entangled in mathematical and theoretical technicalities. Inside, readers are offered a blueprint for their entire research project from data preparation to model selection and diagnostics.Engaging, easy to read, functional and packed ...

This highly anticipated second edition features new chapters and sections, 225 new references, and comprehensive R software. In keeping with the previous edition, this book is about the art and science of data analysis and predictive modelling, which entails choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasises problem solving strategies that address the many issues arising when developing multi-variable models using real data and not standard t...

As technology advancement has increased, so to have computational applications for forecasting, modelling and trading financial markets and information, and practitioners are finding ever more complex solutions to financial challenges. Neural networking is a highly effective, trainable algorithmic approach which emulates certain aspects of human brain functions, and is used extensively in financial forecasting allowing for quick investment decision making.This book presents the mos...

Insurance terminology and risk management.Insurance, in law and economics, is a form of risk management primarily used to hedge against the risk of potential financial loss. Insurance is defined as the equitable transfer of the risk of a potential loss, from one entity to another, in exchange for a premium and duty of care.

In recent years, hazard identification, risk assessment and risk control has become important to the business operation as a basic of risk management. Organizations that have carried out risk assessment at their work place have noted improvement in their organization. This book is aim to provide guidance on key principles and issues to be taken into account when conducting an effective hazard identification, risk assessment and risk control. The methodology provided in this book is believe...

Cost-benefit analysis is the only method of economic evaluation that can effectively indicate whether a health care treatment or intervention is worthwhile. In this thoroughly updated and revised second edition, Robert Brent expands the scope of the field by including the latest concepts and applications throughout all regions of the world. This book attempts to strengthen the link between cost-benefit analysis and the mainstream health care evaluation field, which is dominated by non-econ...

Economic development and social welfare depend on the existence of effective and efficient infrastructure systems, particularly in health, energy, transportation and water, many of which are developed and managed through Public-Private Partnerships (PPPs). However, empirical evidence suggests some pitfalls in the use of these PPP arrangements.This book addresses these issues, focusing on mostly three key questions: How to improve the robustness of the decision-making process leadin...

The following is a chapter from The VaR Implementation Handbook, which examines the latest strategies for measuring, managing, and modeling risk across a variety of applications. Packed with the insights, methods, and models that make experienced professionals competitive all over the world, this comprehensive guide features cutting-edge research and findings from some of the industry's most respected academics, practitioners, and consultants.

Emerging Markets and Financial Resilience presents a picture of finance research. The issue of financial resilience in emerging markets is apt and timely as emerging countries are faced with the challenge of finding ways of sustaining their current trajectory in shaping the global financial architecture to ensure sustainable growth.