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Method and system for enhancing credit line management, price management and other discretionary levels setting for financial accounts

机译:增强信用额度管理,价格管理和其他自由裁量级别设置的方法和系统

摘要

A method and system is disclosed for enabling the accurate determination of price points (APRs), credit limits, and other discretionary levels for each cardholder that maximize Net Present Value (NPV) for the portfolio, given constraints on quantities such as risk of default. In accordance with one embodiment, the present invention uses a Markov Decision Process (MDP) methodology to generate a simplified transition matrix representative of the potential state transitions for account holders. This model applies account level historical information on purchases, payments, profitability and delinquency risk to make these decisions. In addition, a data structure is disclosed constructed to implement a transition matrix computationally in different sizes.
机译:公开了一种方法和系统,该方法和系统能够在给定数量限制(例如违约风险)的情况下,为每个持卡人准确确定价格点(APR),信用额度和其他酌定水平,以使投资组合的净现值(NPV)最大化。根据一个实施例,本发明使用马尔可夫决策过程(MDP)方法来生成表示账户持有者的潜在状态转变的简化转变矩阵。该模型将有关购买,付款,获利能力和违约风险的帐户级别历史信息应用于决策。另外,公开了一种数据结构,其构造为以不同的尺寸计算地实现过渡矩阵。

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