Operational Risk


Authorization

Participants enrolling for this program are eligible for 15 CPE points by GARP.

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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Testimonials

 
 
  Leonidas
 
This is Leonidas from National Bank of Greece. I d’ like to congratulate especially Dinesh and Paramdeep for the seminar, which I find to be EXCELLENT so far. I’m looking forward to the next sessions, especially regarding correlations/copulas and External Data usage.