Customer income estimator with confidence intervals

Data is received that characterizes at least one of credit, financial, and demographic data for a consumer. Thereafter, estimated income is determined for the user. Using the estimated income and the data, a second income level for the consumer is determined also using a confidcnce interval model an...

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Hauptverfasser: VANCHO, BRADLEY D, GAO, LU, THOMAS, CLAIRE G, GASKIN, JOANNE, DORNHELM, ETHAN
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung:Data is received that characterizes at least one of credit, financial, and demographic data for a consumer. Thereafter, estimated income is determined for the user. Using the estimated income and the data, a second income level for the consumer is determined also using a confidcnce interval model and a pre-defined confidence thereshold Ci. The second income level for the consumer is less than the determined estimated income and is determined such that actual income for the consumer is Ci % likely to exceed the second income level. Data can then be provided that characterizes the second income level. Related apparatus, systems, techniques and articles are also described.