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IFRS 9 and CECL Credit Risk Modelling and Validation: A Practical Guide with Examples Worked in R and SAS

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IFRS 9 and CECL Credit Risk Modelling and Validation covers a hot topic in risk management. Both IFRS 9 and CECL accounting standards require Banks to adopt a new perspective in assessing Expected Credit Losses. The book explores a wide range of models and corresponding validation procedures. The most traditional regression analyses pave the way to more innovative methods like machine learning, survival analysis, and competing risk modelling. Special attention is then devoted to scarce data and low default portfolios. A practical approach inspires the learning journey. In each section the theoretical dissertation is accompanied by Examples and Case Studies worked in R and SAS, the most widely used software packages used by practitioners in Credit Risk Management.

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Internet of Things for Smart Cities: Technologies, Big Data and Security (SpringerBriefs in Electrical and Computer Engineering)
Internet of Things for Smart Cities: Technologies, Big Data and Security (SpringerBriefs in Electrical and Computer Engineering)

This book introduces the concept of smart city as the potential solution to the challenges created by urbanization. The Internet of Things (IoT) offers novel features with minimum human intervention in smart cities. This book describes different components of Internet of Things (IoT) for smart cities including sensor technologies,...

Pro Arduino (Technology in Action)
Pro Arduino (Technology in Action)

So, you've created a few projects with Arduino, and now it's time to kick it up a notch. Where do you go next? With Pro Arduino, you'll learn about new tools, techniques, and frameworks to make even more ground-breaking, eye-popping projects.

You'll discover how to make Arduino-based gadgets and robots...

Getting Started with Sensors: Measure the World with Electronics, Arduino, and Raspberry Pi
Getting Started with Sensors: Measure the World with Electronics, Arduino, and Raspberry Pi

To build electronic projects that can sense the physical world, you need to build circuits based around sensors: electronic components that react to physical phenomena by sending an electrical signal. Even with only basic electronic components, you can build useful and educational sensor projects.

But if you incorporate
...


Beginning STM32: Developing with FreeRTOS, libopencm3 and GCC
Beginning STM32: Developing with FreeRTOS, libopencm3 and GCC

Using FreeRTOS and libopencm3 instead of the Arduino software environment, this book will help you develop multi-tasking applications that go beyond Arduino norms. In addition to the usual peripherals found in the typical Arduino device, the STM32 device includes a USB controller, RTC (Real Time Clock), DMA (Direct Memory Access...

The 100X Leader: How to Become Someone Worth Following
The 100X Leader: How to Become Someone Worth Following

Become the leader others want to follow

Forget everything you know about motivating others and building a harmonious workplace. If you want to get the best out of people, you must be willing to fight. But, that doesn't mean you become a dominator, nor does coddling others work.

The best leader...

Latest Thoughts on Ground Improvement Techniques (Sustainable Civil Infrastructures)
Latest Thoughts on Ground Improvement Techniques (Sustainable Civil Infrastructures)
The volume contains research studies that cover a wide range of topics related to ground improvement and subsurface structures. This selection of papers represents the state-of-the-art in the analysis and design of different techniques of the ground improvement and deep mixing techniques. It provides engineers and researchers with an update on...
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