估计转移概率
估计信用质量的变化,根据信用评级数据建立转移概率模型
转移概率提供了一种方法来表征债权人(通常是公司)过去的信用质量变化,也是许多风险管理应用程序的基本输入。Financial Toolbox™ 使用 transprob
和相关函数基于同期和久期(也称为风险率或强度)方法来估计转移概率。
函数
transprob | Estimate transition probabilities from credit ratings data |
transprobbytotals | Estimate transition probabilities using totals structure
input |
transprobgrouptotals | Aggregate credit ratings information into fewer rating categories |
transprobprep | Preprocess credit ratings data to estimate transition probabilities |
主题
- Estimation of Transition Probabilities
Use estimation transition probabilities to evaluate credit migration histories.
- Visualize Transitions Data for transprob
This example shows how to visualize credit rating transitions that are used as an input to the
transprob
function. - Credit Quality Thresholds
Use transition probabilities by transforming them into credit quality thresholds.
- Credit Rating by Bagging Decision Trees
This example shows how to build an automated credit rating tool.
- Forecasting Corporate Default Rates
This example shows how to build a forecasting model for corporate default rates.