Systems And Methods For Multi Stage Residual Modeling Approach For Analysis And Assessment

Abstract: A computer system for multi-stage residual modeling for authorizing an online user is provided. The computer system is programmed to store a plurality of models for analyzing transactions including a first model and a second model; receive a plurality of authorization data associated with a user and a transaction associated with the user; execute in real-time the first model using the plurality of authorization data to receive a first output for the first model, wherein the first output is within an output range; determine a remainder from the first model based on the first output and the output range; execute the second model using the plurality of authorization data and the remainder to generate a second output; combine the first output and the second output to generate a final output; and return the final output for decisioning on whether to authorize the transaction.

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