SlideShare a Scribd company logo
PL/NPL flow model


           20 (3%)                    12 (1.6%)                    5 (0.7%)



          120 (4.5%)                  90 (2.5%)                    45 (1.2%)



PL Jan                 NPL / PL Feb                 NPL / PL Mar               NPL / PL Apr




NPL Jan                                                                          PL Apr




                                       95 (13.5%)



                                       13 (10.6%)




                             No. of Accounts
                             Outstanding in 000 EURs
Roll Forward Portfolio Analysis

                      Number of Accounts and Outstanding in 000 EURs




                                            200 (15.5%)
           Current (no dpd)                                                               1−30 dpd
                                           3132.5 (17.1%)


                                            2700.2 (12.8%)

                                                            90 (11.4%)




                           45 (17.4%)                                     32 (10.5%)
 31−60 dpd                                      61−90 dpd                                            91−120 dpd
                          3023.9 (19.9%)                                 1509.7 (12.3%)


                                                    890.2 (17.5%)

                                                                  25 (12.3%)




                           20 (7.5%)                                      32 (9.9%)
121−150 dpd                                    151−180 dpd                                            181+ dpd
                          1200.2 (9%)                                    990.1 (11.9%)


                                           Number of Accounts
  * dpd − Days Past Due                    Outstanding in 000 EURs
Roll Back Portfolio Analysis
                                            Number of Accounts




                                                            181+ dpd
                                                                        5
                                                9
                                                    5
                  151−180 dpd                                                   Current (no dpd)
                                                                            9
                                        7
                                                                3
                  4                                                     7
                                                                                                       10
                                                5                   1
                                            6
                         5                              9

                                    6
121−150 dpd                                                                                            1−30 dpd
                                                    7

                                                        4                                 4
              8                             3

                                5                                       6
                                                                7                                  9


                                                                            3
                  91−120 dpd                                                      31−60 dpd
                                    9                   3


                                                                        4
                                                            61−90 dpd
Roll Back Portfolio Analysis
                                         Outstanding in 000 EURs




                                                              181+ dpd
                                                                         119
                                              59
                                                    73
                   151−180 dpd                                                       Current (no dpd)
                                                                               90
                                        99
                                                                  69
                   66                                                    56
                                                                                                             91
                                               78                  72
                                             87
                          115                            108

                                       65
121−150 dpd                                                                                                  1−30 dpd
                                                    51

                                                         89                                    67
              77                             114

                                 120                                     111
                                                                  110                                   63


                                                                               113
                   91−120 dpd                                                          31−60 dpd
                                       100               104


                                                                         118
                                                          61−90 dpd

More Related Content

What's hot

international financial markets
international financial marketsinternational financial markets
international financial marketsnikkybarode
 
Bankruptcy and reorganization
Bankruptcy and reorganizationBankruptcy and reorganization
Bankruptcy and reorganizationbradhapa
 
Ch 5 international capital structure and cost of capital latest
Ch 5 international capital structure and cost of capital latestCh 5 international capital structure and cost of capital latest
Ch 5 international capital structure and cost of capital latest
Shadina Shah
 
International financial management ppt bec bagalkot mba
International financial management ppt bec bagalkot mbaInternational financial management ppt bec bagalkot mba
International financial management ppt bec bagalkot mba
Babasab Patil
 
Asset liability management
Asset liability managementAsset liability management
Asset liability management
Anil Chaurasiya
 
Anna university question on merchant banker and financial institutions
Anna university question on merchant banker and financial institutionsAnna university question on merchant banker and financial institutions
Anna university question on merchant banker and financial institutions
Jegan Jeroh
 
Foreign exchange risk and exposure
Foreign exchange risk and exposureForeign exchange risk and exposure
Foreign exchange risk and exposure
Kanchan Kandel
 
Foreign exchange exposure
Foreign exchange exposureForeign exchange exposure
Foreign exchange exposure
Prerna Verma
 
Translation exposure
Translation exposureTranslation exposure
Translation exposure
Rinu Thomas
 
Managing Transaction Exposure
Managing Transaction ExposureManaging Transaction Exposure
Managing Transaction Exposure
Dr. Hesniati S.E., M.M.
 
INTERNATIONAL FINANCIAL MANAGEMENT INTRODUCTION
INTERNATIONAL FINANCIAL MANAGEMENT INTRODUCTIONINTERNATIONAL FINANCIAL MANAGEMENT INTRODUCTION
INTERNATIONAL FINANCIAL MANAGEMENT INTRODUCTION
N A M COLLEGE KALLIKKANDY
 
Credit risk management (2)
Credit risk management (2)Credit risk management (2)
Credit risk management (2)Ujjwal 'Shanu'
 
Credit Risk Management Presentation
Credit Risk Management PresentationCredit Risk Management Presentation
Credit Risk Management PresentationSumant Palwankar
 
Unit iv
Unit ivUnit iv
Eurocurrency and international banking
Eurocurrency and international bankingEurocurrency and international banking
Eurocurrency and international banking
Muhammad Kamran
 
Interest rate derivatives
Interest rate derivativesInterest rate derivatives
Interest rate derivatives
India Forex
 

What's hot (20)

international financial markets
international financial marketsinternational financial markets
international financial markets
 
Bankruptcy and reorganization
Bankruptcy and reorganizationBankruptcy and reorganization
Bankruptcy and reorganization
 
Credit Risk
Credit RiskCredit Risk
Credit Risk
 
Ch 5 international capital structure and cost of capital latest
Ch 5 international capital structure and cost of capital latestCh 5 international capital structure and cost of capital latest
Ch 5 international capital structure and cost of capital latest
 
International financial management ppt bec bagalkot mba
International financial management ppt bec bagalkot mbaInternational financial management ppt bec bagalkot mba
International financial management ppt bec bagalkot mba
 
Asset liability management
Asset liability managementAsset liability management
Asset liability management
 
Anna university question on merchant banker and financial institutions
Anna university question on merchant banker and financial institutionsAnna university question on merchant banker and financial institutions
Anna university question on merchant banker and financial institutions
 
Foreign exchange risk and exposure
Foreign exchange risk and exposureForeign exchange risk and exposure
Foreign exchange risk and exposure
 
Foreign exchange exposure
Foreign exchange exposureForeign exchange exposure
Foreign exchange exposure
 
Liquidity Risk Oct 4
Liquidity Risk Oct 4Liquidity Risk Oct 4
Liquidity Risk Oct 4
 
Translation exposure
Translation exposureTranslation exposure
Translation exposure
 
Managing Transaction Exposure
Managing Transaction ExposureManaging Transaction Exposure
Managing Transaction Exposure
 
INTERNATIONAL FINANCIAL MANAGEMENT INTRODUCTION
INTERNATIONAL FINANCIAL MANAGEMENT INTRODUCTIONINTERNATIONAL FINANCIAL MANAGEMENT INTRODUCTION
INTERNATIONAL FINANCIAL MANAGEMENT INTRODUCTION
 
Credit risk management (2)
Credit risk management (2)Credit risk management (2)
Credit risk management (2)
 
SWAPS-Final2
SWAPS-Final2SWAPS-Final2
SWAPS-Final2
 
Credit Risk Management Presentation
Credit Risk Management PresentationCredit Risk Management Presentation
Credit Risk Management Presentation
 
Credit risk models
Credit risk modelsCredit risk models
Credit risk models
 
Unit iv
Unit ivUnit iv
Unit iv
 
Eurocurrency and international banking
Eurocurrency and international bankingEurocurrency and international banking
Eurocurrency and international banking
 
Interest rate derivatives
Interest rate derivativesInterest rate derivatives
Interest rate derivatives
 

Viewers also liked

Credit Risk Model Building Steps
Credit Risk Model Building StepsCredit Risk Model Building Steps
Credit Risk Model Building Steps
Venkata Reddy Konasani
 
Seguimiento del modelo interno de riesgo
Seguimiento del modelo interno de riesgoSeguimiento del modelo interno de riesgo
Seguimiento del modelo interno de riesgo
AIS
 
R and Access 2007
R and Access 2007R and Access 2007
R and Access 2007
Andrija Djurovic
 
Visualization of contingency table in R - vcd package
Visualization of contingency table in R - vcd packageVisualization of contingency table in R - vcd package
Visualization of contingency table in R - vcd package
Andrija Djurovic
 
Debt Collection Report - using R in Finance
Debt Collection Report  - using R in FinanceDebt Collection Report  - using R in Finance
Debt Collection Report - using R in Finance
Andrija Djurovic
 
Adoption and Implementation of IFRS in the Regional Banking Sector : Key Chal...
Adoption and Implementation of IFRS in the Regional Banking Sector : Key Chal...Adoption and Implementation of IFRS in the Regional Banking Sector : Key Chal...
Adoption and Implementation of IFRS in the Regional Banking Sector : Key Chal...
Sanjay Uppal
 
Excel/R
Excel/RExcel/R
Data Exploration, Validation and Sanitization
Data Exploration, Validation and SanitizationData Exploration, Validation and Sanitization
Data Exploration, Validation and SanitizationVenkata Reddy Konasani
 
Credit Scoring
Credit ScoringCredit Scoring
Credit ScoringMABSIV
 
Model building in credit card and loan approval
Model building in credit card and loan approval Model building in credit card and loan approval
Model building in credit card and loan approval Venkata Reddy Konasani
 
Decision tree
Decision treeDecision tree
Decision tree
Venkata Reddy Konasani
 
IFRS 16 Leases Presentation
IFRS 16 Leases PresentationIFRS 16 Leases Presentation
IFRS 16 Leases Presentation
Tin Man Digital
 

Viewers also liked (17)

Credit Risk Model Building Steps
Credit Risk Model Building StepsCredit Risk Model Building Steps
Credit Risk Model Building Steps
 
Seguimiento del modelo interno de riesgo
Seguimiento del modelo interno de riesgoSeguimiento del modelo interno de riesgo
Seguimiento del modelo interno de riesgo
 
Credit scoring
Credit scoringCredit scoring
Credit scoring
 
Data aggregation in R
Data aggregation in RData aggregation in R
Data aggregation in R
 
R and Access 2007
R and Access 2007R and Access 2007
R and Access 2007
 
Visualization of contingency table in R - vcd package
Visualization of contingency table in R - vcd packageVisualization of contingency table in R - vcd package
Visualization of contingency table in R - vcd package
 
Polar plots with R
Polar plots with RPolar plots with R
Polar plots with R
 
Debt Collection Report - using R in Finance
Debt Collection Report  - using R in FinanceDebt Collection Report  - using R in Finance
Debt Collection Report - using R in Finance
 
R-Excel Integration
R-Excel IntegrationR-Excel Integration
R-Excel Integration
 
Adoption and Implementation of IFRS in the Regional Banking Sector : Key Chal...
Adoption and Implementation of IFRS in the Regional Banking Sector : Key Chal...Adoption and Implementation of IFRS in the Regional Banking Sector : Key Chal...
Adoption and Implementation of IFRS in the Regional Banking Sector : Key Chal...
 
Excel/R
Excel/RExcel/R
Excel/R
 
Testing of hypothesis case study
Testing of hypothesis case study Testing of hypothesis case study
Testing of hypothesis case study
 
Data Exploration, Validation and Sanitization
Data Exploration, Validation and SanitizationData Exploration, Validation and Sanitization
Data Exploration, Validation and Sanitization
 
Credit Scoring
Credit ScoringCredit Scoring
Credit Scoring
 
Model building in credit card and loan approval
Model building in credit card and loan approval Model building in credit card and loan approval
Model building in credit card and loan approval
 
Decision tree
Decision treeDecision tree
Decision tree
 
IFRS 16 Leases Presentation
IFRS 16 Leases PresentationIFRS 16 Leases Presentation
IFRS 16 Leases Presentation
 

Roll Rate Model - Using R in Finance

  • 1. PL/NPL flow model 20 (3%) 12 (1.6%) 5 (0.7%) 120 (4.5%) 90 (2.5%) 45 (1.2%) PL Jan NPL / PL Feb NPL / PL Mar NPL / PL Apr NPL Jan PL Apr 95 (13.5%) 13 (10.6%) No. of Accounts Outstanding in 000 EURs
  • 2. Roll Forward Portfolio Analysis Number of Accounts and Outstanding in 000 EURs 200 (15.5%) Current (no dpd) 1−30 dpd 3132.5 (17.1%) 2700.2 (12.8%) 90 (11.4%) 45 (17.4%) 32 (10.5%) 31−60 dpd 61−90 dpd 91−120 dpd 3023.9 (19.9%) 1509.7 (12.3%) 890.2 (17.5%) 25 (12.3%) 20 (7.5%) 32 (9.9%) 121−150 dpd 151−180 dpd 181+ dpd 1200.2 (9%) 990.1 (11.9%) Number of Accounts * dpd − Days Past Due Outstanding in 000 EURs
  • 3. Roll Back Portfolio Analysis Number of Accounts 181+ dpd 5 9 5 151−180 dpd Current (no dpd) 9 7 3 4 7 10 5 1 6 5 9 6 121−150 dpd 1−30 dpd 7 4 4 8 3 5 6 7 9 3 91−120 dpd 31−60 dpd 9 3 4 61−90 dpd
  • 4. Roll Back Portfolio Analysis Outstanding in 000 EURs 181+ dpd 119 59 73 151−180 dpd Current (no dpd) 90 99 69 66 56 91 78 72 87 115 108 65 121−150 dpd 1−30 dpd 51 89 67 77 114 120 111 110 63 113 91−120 dpd 31−60 dpd 100 104 118 61−90 dpd