Due to the advanced technology associated with Big Data, data availability and computing power, most banks or lending institutions are renewing their business models. Credit risk predictions, monitoring, model reliability and effective loan processing are key to decision-making and transparency....

1 Introduction -- 2. Financial Institutions : A Regulation review through the Risk Measurement prism -- 3. The Traditional Risk measures -- 4. Univariate and Multivariate Distributions -- 5. Extensions for Risk Measures: Univariate and Multivariate Approaches -- 6. Risks Measures and Dynamics --...