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ȯ ޼ ȭ پ ũ Ǿ ֽϴ. ſī ̹ Ȱ κ ڸ Ǿϴ. ̿ ſ ũ ʿ伺 ϰ μ Ͽ Ӹ ƴ϶ ý Ͽ ϰ ִ Դϴ. , ַ ٴ ڵ 迡 (Scorecard) Ȱϰ ִ Դϴ. ̷ ̻ ȯ ȭ å żϰ Ȯ Ѱ踦 ɴϴ.

, ǹڿԱ ̸ ̷ ذ ֱ ַ ʿϰ Ǿϴ. ̷ ʿ信 ߾ SAS CSS(Credit Scoring System) CSS, ɻ ٹϴ ǹ ׸ ϰ ִ ڵ SAS E-miner Ͽ ھī带  װ  Ȱ ΰ ֵ Ǿ ֽϴ. ǹ ٷ ִ Scorecard ߰ Ȱ Դϴ.




Hours
Day 1 CSS Overview [CSS Ұ]
- CSS Ȱ
- ý
1 Hours
[Basel II]
- Basel II CSS
- Basel II PD(εȮ)
1 Hours
Basic for Statistical Learning [Credit Score Model ]
- Model
- Bias-variance trade off
- Curse of dimensionality
- Supervised/Unsupervised learning
- Scoring ˰
2 Hours
Logistic Regression and scorecard [Regression Scorecard ]
- Ϲȭ
- IRLS ˰
- Scorecard Ư¡
- Scorecard ߰
1 Hours
Development Scorecard - I [Data Review, Project Parameters]
- Business Problem Good/Bad
- Sampling Issue
-
1 Hours
Day 2 Development Scorecard
- II
[ Ž]
-
- Classing
 Chi-squared, entropy
 Somers D-statistics
1.5 Hours
Development Scorecard - III [Scorecard Modeling ]
- Scorecard Modeling
- Score scaling
- Reject Inference
- Scorecard Modeling
2.5 Hours
Development Scorecard
- III
[Assessment]
- Gains Table
- Sensitivity, Specificity
- ROI, Lorentz curve
- Kolmogorov-Smirnov stat
- Gini Coefficient
2 Hours
Day 3 Development Methodology Review [Stage 1: ȹ]
- Business Plan
- Project Plan
2.5 Hours
[Stage 2: Data Ȯ Scorecard Parameter ]
- Data 뼺(Availability) Quality Ȯ
- Scorecard Parameter Ǹ Data
- Scorecard Parameter
[Stage 3: м Database ]
- Sampling
- м Database
[Stage 4: Scorecard Modeling]
- Modeling Process Flow
- Initial Characteristic Analysis
- Preliminary Scorecard
- Reject Inference
- Final Scorecard
[Stage 5: Scorecard Management Reports ]
- Score Distribution Chart
- Gains Table
- Trade-Off Chart
- Characteristic Analysis Report
- Case Study : Scorecard Analysis
Hands on Workshop [SAS Ұ ǽ]
- SAS / CSS Ұ
- μ ھī
   ؼ ( )
3.5 Hours



  • Ϲ : û(SAS Korea Ȩ/ȭ/ e-mail) Ϸ
  • : 940,000(VAT10% )
    ( : 344-01-200250 :ѱؽƮ)
  • : SAS Korea ̶
  • ȭ : 02-2191-7002,7018  /   e-mail : kor.educ@sas.com
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