About Operational Risk
- It is a practical Excel based understanding of Statistics and Op. Risk Modeling
- It focuses on capital implication of Modeling Decisions
- Distribution Fitting (MLE, MME, etc.) will be taught extensively
- You will understand the concepts from scratch
- Step by step tutorials and templates will be provided
Target Audience
- This program is suitable for people in Risk Management, particularly those who focus on operational and credit risk models for their organizations
Pre-Requisites
- Should be comfortable with Microsoft Excel
- The participant should also be familiar and have working knowledge of operational risk concepts
Topics
- Introduction to operational risk modeling
- Basic concepts related to probability distributions
- Modeling number of losses using Excel: Frequency distributions
- Modeling size of losses using Excel: Severity distributions
- Fitting distributions to data: Parameter estimation
- Examining goodness of fit
- Aggregate loss modeling
- Aggregating VaR estimates across Business Lines and Event types
- Precautions while using EVT/GPD to avoid overestimation of capital reqt
- How confident are you about parameter estimates?
- Using External data in OpVaR estimation
- Combining capital estimates based on internal data, external data and scenario analysis
- Operational risk modeling software
- Introduction to R: an open-source operational risk modeling software
Pedagogy
- Duration
- 20 Hrs of Operational Risk training
- Hands-on Case Study (Real Life) based learning
- Participants create models from scratch
- Step by Step Instruction on Creating the model

- Practicing Faculty (Investment Bankers, PE background) hand holds the participants
Materials
- Access to Step by Step Model Templates
- Example workbooks – both Empty & Completed ones
- 24x7 Online Access* to Course Material (Unlocked Excel Models, Presentations, etc.)
- Forums to interact with faculty & fellow students

- Certificate of Participation for all the Candidates
- * Access is valid for 6 months
Sample Videos
Loss Distribution Approach
Quantile Function (Inverse CDF)
Why Pristine?
- Pristine is a leader in Financial modelling training having trained 2000+ participants across sectors (FMCG, Infrastructure, Real Estate, Oil and Gas, Internet Startups) and geographies (40+ countries).
- Conducted serves a list of reputed corporate clients such as JP Morgan, Bank of America, Mizuho Bank, E&Y and B-schools such as IIM C, IIM I, NUS Singapore, FMS in the area of financial modelling.
- Pristine is also a leader in finance Certifications trainings such as CFA (registered with CFA Institute), FRM (Registered with GARP) and PRM (Registered with PRMIA).
- Pristine Prides itself to provide "Value for Money Training courses" that respect the time commitment of professionals.
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Participants enrolling for this program are eligible for 15 CPE points by GARP.

