Automated loan evaluation system
Abstract
Disclosed is a system and method of creating a probability of delinquency database using historical loan data and a plurality of loan factors, for use in determining a loan rate, the method comprising: identifying a plurality of multi-level loan factors; creating a pool from the historic loan data, wherein the first pool contains records relating to the plurality of multi-level loan factors; separating the pool into a set of groups based on the multi-level loan factors, calculating a probability of delinquency for each group; and arranging the probability of delinquency for each group into a database such that the probability of delinquency for each group is accessible for any combination of multi-level loan factors. Also disclosed is a system and method of determining the loan rate for a loan for a borrower based on the probability of delinquency database.
Claims
exact text as granted — not AI-modified1 . A method of creating a probability of delinquency database using historical loan data and a plurality of loan factors, for use in determining a loan rate, the method comprising:
(a) identifying a plurality of multi-level loan factors; (b) creating a first pool from the historic loan data, wherein the first pool contains records relating to the plurality of multi-level loan factors; (c) identifying a significant multi-level loan factor from the plurality of multi-level loan factors; (d) separating the first pool into a plurality of subpools based on levels of the significant multi-level loan factor; (e) separating each subpool of the plurality of subpools into a plurality of groups based on a second plurality of multi-level loan factors, wherein the second plurality of multi-level loan factors does not include the significant multi-level loan factor; (f) calculating a probability of delinquency for each group; and (g) arranging the probability of delinquency for each group into a database such that the probability of delinquency for each group is accessible for any combination of multi-level loan factors.
2 . The method of claim 1 , wherein the multilevel loan factors are selected from the group consisting of: Loan-to-Value (“LTV”), mortgage pay history, and credit rating.
3 . The method of claim 1 , wherein the significant multilevel loan factor is the mortgage pay history.
4 . The method of claim 1 , wherein the probability of delinquency for each group is transformed into a base credit score.
5 . The method of claim 4 , wherein the database is represented as a printed table.
6 . The method of claim 1 , further comprising:
(a) identifying a plurality of either-or loan factors; (b) creating a second pool from the historic loan data, wherein the second pool contains records relating to the plurality of either-or loan factors; and (c) calculating an either-or probability of delinquencies for each either-or loan factor in the plurality of either-or loan factors, wherein each either-or probability of delinquency is combinable with any probability of delinquency for each group.
7 . The method of claim 6 , wherein the either-or loan factors are selected from the group consisting of: alternative documentation, stated documentation, number of units, owner occupation, no mortgage history, combined loan-to-value ratio, cash out, debt-to-income ratio, and bankruptcy.
8 . The method of claim 6 , wherein the either-or probability of delinquency for each group is transformed into an add-on credit score.
9 . The method of claim 8 , wherein the plurality of either-or probability of delinquency is represented as a printed table.
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