System and method for identifying accounting anomalies to help investors better assess investment risks and opportunities
First Claim
Patent Images
1. A computer-implemented method for evaluating investment risk due to accounting misstatements comprising:
- receiving a selection of categories, subcategories corresponding to each category, and characteristics corresponding to each subcategory, the identity of a company within a portfolio of companies for evaluation, and financial accounting data, including accounting misstatement data, associated with portfolio components;
determining, iteratively, for each company in the portfolio, historical characteristic risk scores derived from the financial accounting data;
calculating, iteratively via the computer, for each subcategory, evaluated company subcategory risk ranks through application of (1) determined characteristic risk ranks indicative of the historical characteristic risk scores compared with portfolio components and (2) derived characteristic weights that reflect historical correlation of the characteristics with the accounting misstatement data to a characteristic weighted function;
calculating, iteratively via the computer, for each category, evaluated company category risk ranks through application of (1) calculated subcategory risk ranks and (2) derived subcategory weights that reflect historical correlation of the subcategories with the accounting misstatement data to a subcategory weighted function; and
generating a comparative categorical investment risk assessment indicator for the evaluated company derived from the calculated category risk ranks.
1 Assignment
0 Petitions
Accused Products
Abstract
A system and method of identifying accounting anomalies to assess investment risks and opportunities. The steps include receiving company data and criteria metrics, and evaluating the company data in view of the criteria metrics to produce a performance indicator. Information, such as an easily read visual flag is provided to a client identifying the performance indicator.
8 Citations
16 Claims
-
1. A computer-implemented method for evaluating investment risk due to accounting misstatements comprising:
-
receiving a selection of categories, subcategories corresponding to each category, and characteristics corresponding to each subcategory, the identity of a company within a portfolio of companies for evaluation, and financial accounting data, including accounting misstatement data, associated with portfolio components; determining, iteratively, for each company in the portfolio, historical characteristic risk scores derived from the financial accounting data; calculating, iteratively via the computer, for each subcategory, evaluated company subcategory risk ranks through application of (1) determined characteristic risk ranks indicative of the historical characteristic risk scores compared with portfolio components and (2) derived characteristic weights that reflect historical correlation of the characteristics with the accounting misstatement data to a characteristic weighted function; calculating, iteratively via the computer, for each category, evaluated company category risk ranks through application of (1) calculated subcategory risk ranks and (2) derived subcategory weights that reflect historical correlation of the subcategories with the accounting misstatement data to a subcategory weighted function; and generating a comparative categorical investment risk assessment indicator for the evaluated company derived from the calculated category risk ranks. - View Dependent Claims (2, 3, 4, 5, 6, 13, 15)
-
-
7. A computer-implemented system for evaluating investment risk due to accounting misstatements comprising:
a computer system, having a processor configured to implement an anomaly analytics engine configured to; receive a selection of categories, subcategories corresponding to each category, and characteristics corresponding to each subcategory, the identity of a company within a portfolio of companies for evaluation, and financial accounting data, including accounting misstatement data, associated with portfolio components; determine, iteratively, for each company in the portfolio, historical characteristic risk scores derived from the financial accounting data; calculate, iteratively via the computer, for each subcategory, evaluated company subcategory risk ranks through application of (1) determined characteristic risk ranks indicative of the historical characteristic risk scores compared with portfolio components and (2) derived characteristic weights that reflect historical correlation of the characteristics with the accounting misstatement data to a characteristic weighted function; calculate, iteratively via the computer, for each category, evaluated company category risk ranks through application of (1) calculated subcategory risk ranks and (2) derived subcategory weights that reflect historical correlation of the subcategories with the accounting misstatement data to a subcategory weighted function; and generate a comparative categorical investment risk assessment indicator for the evaluated company derived from the calculated category risk ranks. - View Dependent Claims (8, 9, 10, 11, 12, 14, 16)
Specification