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DEPOSIT/LOAN BALANCE DEGRADATION RISK EVALUATION SYSTEM AND METHOD, COMPUTER PROGRAM, AND PROGRAM RECORDING MEDIUM

机译:存款/贷款余额降级风险评估系统和方法,计算机程序以及程序记录介质

摘要

PPROBLEM TO BE SOLVED: To more accurately evaluate a risk of deposit/loan balance degradation by increasing the accuracy of estimation of a probability distribution of fluctuations in a financial institution's deposits and loans. PSOLUTION: According to past data on deposit/loan amounts stored in a deposit/loan database 30, an observation data acquisition part 32 generates observation data on deposit/loan fluctuations. According to the observation data on deposit/loan fluctuations, on the assumption that the probability distribution of deposit/loan fluctuations is expressed by a linear sum (normal mixed distribution) of two-dimensional normal distributions, a distribution estimation part 34 decides a mean vector, a variance-covariance matrix and a weighting factor of each normal distribution by an EM method. According to the distribution estimation results stored in a distribution estimation result file 44, a deposit/loan balance simulation part 40 evaluates a deposit/loan balance degradation amount by a Monte Carlo simulation method. PCOPYRIGHT: (C)2005,JPO&NCIPI
机译:

要解决的问题:通过提高金融机构的存贷款波动概率分布的估计准确性,可以更准确地评估存款/贷款余额下降的风险。解决方案:观察数据获取部分32根据过去存储在存款/贷款数据库30中的关于存款/贷款金额的数据,生成关于存款/贷款波动的观察数据。根据关于存款/贷款波动的观察数据,假设存款/贷款波动的概率分布由二维正态分布的线性和(正态混合分布)表示,分布估计部分34确定均值向量,方差-协方差矩阵和每个正态分布的加权因子(通过EM方法)。根据存储在分布估计结果文件44中的分布估计结果,存款/贷款余额模拟部分40通过蒙特卡罗模拟方法评估存款/贷款余额劣化量。

版权:(C)2005,JPO&NCIPI

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