We suggest a whole new dynamic modeling framework for credit rating risk assessment that extends the prevailing credit score scoring designs developed on historical data static options. The driving idea mimics the basic principle of movies, by composing the model having a sequence of snapshots, as an alternative to a single photograph. In doing so,

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