Forecasting operational risk losses for CCAR poses a number of challenges, not least of which is uncertainty about the best methodology for modeling the relationship between a bank’s future losses and the macroeconomic environment.
Qualitative Risk Factors: How to Add Objectivity to an Otherwise Subjective Taskvimster
These qualitative adjustments are a challenge because they are inherently subjective in nature. The 2006 Interagency Policy Statement on the ALLL provides little direction on how these determinations should be made, advising only that “management should consider those current qualitative or environmental factors that are likely to cause estimated credit losses as of the evaluation date to differ from the group's historical loss experience.” It further vaguely explains that these determinations are to be “based on a comprehensive, well-documented and consistently applied analysis of its loan portfolio.”
This presentation was conducted at the 2015 Risk Management Summit, the premier ALLL and stress testing conference. In this session, Tim McPeak, executive risk management consultant at Sageworks, reviewed the key components of qualitative factors, how to justify them, and key data and drivers to review. He also reviewed how to set up a qualitative scoring matrix in order to add consistency to the process.
Forecasting operational risk losses for CCAR poses a number of challenges, not least of which is uncertainty about the best methodology for modeling the relationship between a bank’s future losses and the macroeconomic environment.
Qualitative Risk Factors: How to Add Objectivity to an Otherwise Subjective Taskvimster
These qualitative adjustments are a challenge because they are inherently subjective in nature. The 2006 Interagency Policy Statement on the ALLL provides little direction on how these determinations should be made, advising only that “management should consider those current qualitative or environmental factors that are likely to cause estimated credit losses as of the evaluation date to differ from the group's historical loss experience.” It further vaguely explains that these determinations are to be “based on a comprehensive, well-documented and consistently applied analysis of its loan portfolio.”
This presentation was conducted at the 2015 Risk Management Summit, the premier ALLL and stress testing conference. In this session, Tim McPeak, executive risk management consultant at Sageworks, reviewed the key components of qualitative factors, how to justify them, and key data and drivers to review. He also reviewed how to set up a qualitative scoring matrix in order to add consistency to the process.
I am speaking at WCQI in May 2017. For ideas to help with you get sponsorship to attend the conference, please check out my blog at http://qualitevolution.blogspot.ca/2017/03/build-case-for-conference-attendance.html
Accelerating Innovation: Proof of Concept Gap Fund Program Best Practicesinnovosource
Review of best practices in University Proof of Concept (POC) Gap Funding Programs from the Mind the Gap Initiative and Report, a full program development guide for fund managers covering 82 translational research, proof of concept, and start-up gap funding programs
G31000 RMM helps organizations assess alignment to ISO31000 principles and current maturity level and to develop a roadmap for continuous improvement.
Global Institute for Risk Management Standards is a network of over 65,000 risk management experts across the world, more than 1000 people has been ISO31000 certified risk professionals.
G31000 Risk Management Maturity Model is the only globally recognized model that has been designed to closely align with the ISO31000:2009 principles.
Focuses not on formal elements of risk management but on the integration of risk management into activities, decision making and culture.
Created by a global team with extensive knowledge in risk management and risk maturity models.
Key learnings of recent AQR & CCAR exercises suggest that some significant moves are required to fulfil market & regulators expectations. In this context, CH&Cie is pleased to share with you the latest developments in implementing stress testing as well as best practices
Turn the STRESS in Stress Testing (Bank Loan Portfolios) into an Empowering E...Gateway Asset Management
Sponsored by Gateway Asset Management, this webinar document covers:
> Stress vs. Empowerment
> Primary Regulatory and Accounting Catalysts
> CECL- Current Expected Credit Loss Model/ALLL
> Stress Testing – Loan Portfolios
> Why Prepare for CECL and Stress Testing At The Same Time?
> Life-of-Loan "Base Case" & Stress Testing - Foundation - Building Blocks
> Models – Different sources and levels of sophistication
> Use of Models - Regulatory Guidance
> Why Start Preparing for CECL and Stress Testing Now?
Five lines of assurance a new paradigm in internal audit & ermDr. Zar Rdj
• Boards are provided with a tangible vehicle to demonstrate they are actively overseeing the company’s “risk appetite framework” (“RAF”)
• The process is designed to fully integrate with strategic planning, new product/service initiatives, and M&A activities.
• The process provides a clear response to emerging expectations like the UK Governance Code, Canadian Securities Administrators, SEC, FSB, credit agencies, institutional investors and TSB.
• The main role of internal audit is to report on the effectiveness of the risk management processes and the consolidated report on residual risk status the board receives from the CEO or his/her designate and to help the company build and maintain robust risk management processes
• Boards are provided with a tangible vehicle to demonstrate they are actively overseeing the company’s “risk appetite framework” (“RAF”)
• The process is designed to fully integrate with strategic planning, new product/service initiatives, and M&A activities.
• The process provides a clear response to emerging expectations like the UK Governance Code, Canadian Securities Administrators, SEC, FSB, credit agencies, institutional investors and TSB.
• The main role of internal audit is to report on the effectiveness of the risk management processes and the consolidated report on residual risk status the board receives from the CEO or his/her designate and to help the company build and maintain robust risk management processes.
Quant Labs, the research division of Quant Foundry has developed an operational risk model that supports the COO to pin point areas of process weaknesses. The model continuously learns the business operating model and enables the COO to target investment under different strategic scenarios.
Model Risk guidance was provided by the OCC and FED in 2011. We comment on their proposal, review other relevant literature, and conclude with an user friendly checklist.
FitchLearning QuantUniversity Model Risk PresentationQuantUniversity
In this lecture, we discuss the importance of a framework driven model risk approach and discuss 4 aspects required to operationalize model risk including quantifying uncertainty, quantifying model risk, importance of model verification in model risk management and leveraging technology to scale stress and scenario testing
Discussion- 11. How does efficient frontier analysis (EFA) dif.docxmadlynplamondon
Discussion- 1
1. How does efficient frontier analysis (EFA) differ from other forms of complex risk assessment techniques?
The issue of the selection of the risk management methods to support investment decision-making is one of the key issues discussed in the management of portfolios. The factor contributing to the development and dissemination of the risk management methods is the fact that the development of this theory, the risk of portfolios of financial institutions began to measure widely using the Markowitz portfolio selection model. Currently, this problem has been solved, since his designation used linear programming. It cannot be missed with these two facts. The indication of such a relationship, as well as its characteristics are the main purpose of the publication, in which there was not only used the study literature. The efficient frontier can be defined as the image of a set of portfolios that provide the maximum return for each level of risk or minimal risk for any level of return. In addition, this measure brings important details in the development area of portfolios’ management of financial instruments, on the grounds that it considers the possibility of the investor’s bankruptcy and may be regarded as a dynamic measurement of the risk (Bali T.G).
2. What limitations might an analyst encounter with EFA?
The financial equivalent of racing cars if They're one of the most touted, yet most misunderstood and misused, tools in the field of financial planning. Understanding the nature of an efficient frontier model and the assumptions on which it relies. As with a sophisticated racing car, a powerful tool in the wrong hands can be a very dangerous thing. For example, it's logical to believe that stocks will outperform bonds in the future. Efficient frontier models rely on historical data and relationships to generate the "perfect" portfolio. In my experience, many investors who use efficient frontier models are unaware of their pitfalls. These models are being marketed as solutions to the problem of portfolio construction, but they come without instructions.
3. How can efficient frontier analysis results be communicated and utilized with nonmathematical decision maker?
Communication is not a crank to be turned mindlessly, but a decision problem of its own. As we will see, there are many alternatives to consider. The analyst’s choices constitute the design of a communication plan. In ideal cases, the client is infinitely patient, unshakably invested in the problem, fully committed to finding the highest quality solutions, flexible about the process, and unwavering in confidence in the analyst’s work. In such cases, tight outlines or rambling jumbles may lead to the same outcome. Good quantitative analysis alone does not usually produce good decisions, because rarely does the analyst control all the resources required to decide and act. Decision makers and other players who influence the decision must assimilate the results of th ...
I am speaking at WCQI in May 2017. For ideas to help with you get sponsorship to attend the conference, please check out my blog at http://qualitevolution.blogspot.ca/2017/03/build-case-for-conference-attendance.html
Accelerating Innovation: Proof of Concept Gap Fund Program Best Practicesinnovosource
Review of best practices in University Proof of Concept (POC) Gap Funding Programs from the Mind the Gap Initiative and Report, a full program development guide for fund managers covering 82 translational research, proof of concept, and start-up gap funding programs
G31000 RMM helps organizations assess alignment to ISO31000 principles and current maturity level and to develop a roadmap for continuous improvement.
Global Institute for Risk Management Standards is a network of over 65,000 risk management experts across the world, more than 1000 people has been ISO31000 certified risk professionals.
G31000 Risk Management Maturity Model is the only globally recognized model that has been designed to closely align with the ISO31000:2009 principles.
Focuses not on formal elements of risk management but on the integration of risk management into activities, decision making and culture.
Created by a global team with extensive knowledge in risk management and risk maturity models.
Key learnings of recent AQR & CCAR exercises suggest that some significant moves are required to fulfil market & regulators expectations. In this context, CH&Cie is pleased to share with you the latest developments in implementing stress testing as well as best practices
Turn the STRESS in Stress Testing (Bank Loan Portfolios) into an Empowering E...Gateway Asset Management
Sponsored by Gateway Asset Management, this webinar document covers:
> Stress vs. Empowerment
> Primary Regulatory and Accounting Catalysts
> CECL- Current Expected Credit Loss Model/ALLL
> Stress Testing – Loan Portfolios
> Why Prepare for CECL and Stress Testing At The Same Time?
> Life-of-Loan "Base Case" & Stress Testing - Foundation - Building Blocks
> Models – Different sources and levels of sophistication
> Use of Models - Regulatory Guidance
> Why Start Preparing for CECL and Stress Testing Now?
Five lines of assurance a new paradigm in internal audit & ermDr. Zar Rdj
• Boards are provided with a tangible vehicle to demonstrate they are actively overseeing the company’s “risk appetite framework” (“RAF”)
• The process is designed to fully integrate with strategic planning, new product/service initiatives, and M&A activities.
• The process provides a clear response to emerging expectations like the UK Governance Code, Canadian Securities Administrators, SEC, FSB, credit agencies, institutional investors and TSB.
• The main role of internal audit is to report on the effectiveness of the risk management processes and the consolidated report on residual risk status the board receives from the CEO or his/her designate and to help the company build and maintain robust risk management processes
• Boards are provided with a tangible vehicle to demonstrate they are actively overseeing the company’s “risk appetite framework” (“RAF”)
• The process is designed to fully integrate with strategic planning, new product/service initiatives, and M&A activities.
• The process provides a clear response to emerging expectations like the UK Governance Code, Canadian Securities Administrators, SEC, FSB, credit agencies, institutional investors and TSB.
• The main role of internal audit is to report on the effectiveness of the risk management processes and the consolidated report on residual risk status the board receives from the CEO or his/her designate and to help the company build and maintain robust risk management processes.
Quant Labs, the research division of Quant Foundry has developed an operational risk model that supports the COO to pin point areas of process weaknesses. The model continuously learns the business operating model and enables the COO to target investment under different strategic scenarios.
Model Risk guidance was provided by the OCC and FED in 2011. We comment on their proposal, review other relevant literature, and conclude with an user friendly checklist.
FitchLearning QuantUniversity Model Risk PresentationQuantUniversity
In this lecture, we discuss the importance of a framework driven model risk approach and discuss 4 aspects required to operationalize model risk including quantifying uncertainty, quantifying model risk, importance of model verification in model risk management and leveraging technology to scale stress and scenario testing
Discussion- 11. How does efficient frontier analysis (EFA) dif.docxmadlynplamondon
Discussion- 1
1. How does efficient frontier analysis (EFA) differ from other forms of complex risk assessment techniques?
The issue of the selection of the risk management methods to support investment decision-making is one of the key issues discussed in the management of portfolios. The factor contributing to the development and dissemination of the risk management methods is the fact that the development of this theory, the risk of portfolios of financial institutions began to measure widely using the Markowitz portfolio selection model. Currently, this problem has been solved, since his designation used linear programming. It cannot be missed with these two facts. The indication of such a relationship, as well as its characteristics are the main purpose of the publication, in which there was not only used the study literature. The efficient frontier can be defined as the image of a set of portfolios that provide the maximum return for each level of risk or minimal risk for any level of return. In addition, this measure brings important details in the development area of portfolios’ management of financial instruments, on the grounds that it considers the possibility of the investor’s bankruptcy and may be regarded as a dynamic measurement of the risk (Bali T.G).
2. What limitations might an analyst encounter with EFA?
The financial equivalent of racing cars if They're one of the most touted, yet most misunderstood and misused, tools in the field of financial planning. Understanding the nature of an efficient frontier model and the assumptions on which it relies. As with a sophisticated racing car, a powerful tool in the wrong hands can be a very dangerous thing. For example, it's logical to believe that stocks will outperform bonds in the future. Efficient frontier models rely on historical data and relationships to generate the "perfect" portfolio. In my experience, many investors who use efficient frontier models are unaware of their pitfalls. These models are being marketed as solutions to the problem of portfolio construction, but they come without instructions.
3. How can efficient frontier analysis results be communicated and utilized with nonmathematical decision maker?
Communication is not a crank to be turned mindlessly, but a decision problem of its own. As we will see, there are many alternatives to consider. The analyst’s choices constitute the design of a communication plan. In ideal cases, the client is infinitely patient, unshakably invested in the problem, fully committed to finding the highest quality solutions, flexible about the process, and unwavering in confidence in the analyst’s work. In such cases, tight outlines or rambling jumbles may lead to the same outcome. Good quantitative analysis alone does not usually produce good decisions, because rarely does the analyst control all the resources required to decide and act. Decision makers and other players who influence the decision must assimilate the results of th ...
The US regulatory model governance standard, provides a framework for effective model governance, focusing on the separation of model development and use, from model validation, the application of a company-wide model risk management initiatives, as well as full model inventory management and documentation.
A Framework Driven Approach to Model Risk Management (www.dataanalyticsfinanc...QuantUniversity
Model risk and the importance of model risk management has gotten significant attention in the last few years. As financial companies increase their reliance on quants and quantitative models for decision making, they are increasingly exposed to model risk and are looking for ways to mitigate it. The financial crisis of 2008 and various high profile financial accidents due to model failures has brought model risk management to the forefront as an important topic to be addressed. Many regulatory efforts (Solvency II, Basel III, Dodd-Frank etc.) have been initiated obligating banks and financial institutions to incorporate formal model risk management programs to address model risk. Regulatory agencies have issued guidance letters and supervisory insights to assist companies in developing model risk management programs. In the United States, as the Dodd-Frank act is implemented, newer guidance letters have been issued that emphasize model risk management. Despite these efforts, in practice, financial companies continue to struggle in formulating and developing a model risk management program. A lot of companies acknowledge and understand the model risk management guidelines in spirit but have practical challenges in implementing these guidance letters. In our prior article on model risk , we discussed many drivers to address model risk and challenges in integrating model risk into the quant development process. In this talk, we will discuss ten best practices for the implementation of an effective model risk management program. These best practices have evolved from discussions with industry experts and consulting projects we have worked with in the recent years to create robust risk management programs. These best practices meant to provide practical tips for companies embarking on a formal model risk management program or enhancing their model risk methodologies to address the new realities
Model Risk Management: Using an infinitely scalable stress testing platform f...QuantUniversity
Model risk and the importance of model risk management has gotten significant attention in the last few years. As financial companies increase their reliance on quants and quantitative models for decision making, they are increasingly exposed to model risk and are looking for ways to mitigate it. The financial crisis of 2008 and various high profile financial accidents due to model failures has brought model risk management to the forefront as an important topic to be addressed. Many regulatory efforts (Solvency II, Basel III, Dodd-Frank etc.) have been initiated obligating banks and financial institutions to incorporate formal model risk management programs to address model risk.
In this talk, we will discuss the key aspects of model verification and validation and introduce a novel approach to do stress and scenario tests leveraging parallel and distributed computing technologies and the cloud. The platform leverages cloud based technologies to run stress tests on a massive scale without having to invest in fixed in-house architectures. Through a case study, we will illustrate best practices for stress and scenario testing for model verification and validation. These best practices meant to provide practical tips for companies embarking on a formal model risk management program or enhancing their model risk methodologies to address the new realities.
One of the fastest growing concerns on insurers’ enterprise risk agenda is model risk
management. From being a phrase that primarily actuaries and other modelers used, “model risk” has become a major focus of regulators and the subject of intense activity and debate at insurers. How model risk management has evolved from ad hoc efforts to its currentproactive stage is an interesting story. But more interesting still is
what we believe could be its next stage – generating measurable business value.
Interview with E. Caglan Kumbur, Ph.D., Assistant Professor, Electrochemical ...Mwestergaard
E. Caglan Kumbur answered a series of questions written by marcus evans before the forthcoming 3rd Annual Energy Storage Conference, January 8-10, 2013 in Phoenix, AZ. Mr. Kumbur shares his thoughts on timely reporting and regulatory compliance.
LA HUG - Video Testimonials with Chynna Morgan - June 2024Lital Barkan
Have you ever heard that user-generated content or video testimonials can take your brand to the next level? We will explore how you can effectively use video testimonials to leverage and boost your sales, content strategy, and increase your CRM data.🤯
We will dig deeper into:
1. How to capture video testimonials that convert from your audience 🎥
2. How to leverage your testimonials to boost your sales 💲
3. How you can capture more CRM data to understand your audience better through video testimonials. 📊
Kseniya Leshchenko: Shared development support service model as the way to ma...Lviv Startup Club
Kseniya Leshchenko: Shared development support service model as the way to make small projects with small budgets profitable for the company (UA)
Kyiv PMDay 2024 Summer
Website – www.pmday.org
Youtube – https://www.youtube.com/startuplviv
FB – https://www.facebook.com/pmdayconference
Enterprise Excellence is Inclusive Excellence.pdfKaiNexus
Enterprise excellence and inclusive excellence are closely linked, and real-world challenges have shown that both are essential to the success of any organization. To achieve enterprise excellence, organizations must focus on improving their operations and processes while creating an inclusive environment that engages everyone. In this interactive session, the facilitator will highlight commonly established business practices and how they limit our ability to engage everyone every day. More importantly, though, participants will likely gain increased awareness of what we can do differently to maximize enterprise excellence through deliberate inclusion.
What is Enterprise Excellence?
Enterprise Excellence is a holistic approach that's aimed at achieving world-class performance across all aspects of the organization.
What might I learn?
A way to engage all in creating Inclusive Excellence. Lessons from the US military and their parallels to the story of Harry Potter. How belt systems and CI teams can destroy inclusive practices. How leadership language invites people to the party. There are three things leaders can do to engage everyone every day: maximizing psychological safety to create environments where folks learn, contribute, and challenge the status quo.
Who might benefit? Anyone and everyone leading folks from the shop floor to top floor.
Dr. William Harvey is a seasoned Operations Leader with extensive experience in chemical processing, manufacturing, and operations management. At Michelman, he currently oversees multiple sites, leading teams in strategic planning and coaching/practicing continuous improvement. William is set to start his eighth year of teaching at the University of Cincinnati where he teaches marketing, finance, and management. William holds various certifications in change management, quality, leadership, operational excellence, team building, and DiSC, among others.
Affordable Stationery Printing Services in Jaipur | Navpack n PrintNavpack & Print
Looking for professional printing services in Jaipur? Navpack n Print offers high-quality and affordable stationery printing for all your business needs. Stand out with custom stationery designs and fast turnaround times. Contact us today for a quote!
Falcon stands out as a top-tier P2P Invoice Discounting platform in India, bridging esteemed blue-chip companies and eager investors. Our goal is to transform the investment landscape in India by establishing a comprehensive destination for borrowers and investors with diverse profiles and needs, all while minimizing risk. What sets Falcon apart is the elimination of intermediaries such as commercial banks and depository institutions, allowing investors to enjoy higher yields.
Digital Transformation and IT Strategy Toolkit and TemplatesAurelien Domont, MBA
This Digital Transformation and IT Strategy Toolkit was created by ex-McKinsey, Deloitte and BCG Management Consultants, after more than 5,000 hours of work. It is considered the world's best & most comprehensive Digital Transformation and IT Strategy Toolkit. It includes all the Frameworks, Best Practices & Templates required to successfully undertake the Digital Transformation of your organization and define a robust IT Strategy.
Editable Toolkit to help you reuse our content: 700 Powerpoint slides | 35 Excel sheets | 84 minutes of Video training
This PowerPoint presentation is only a small preview of our Toolkits. For more details, visit www.domontconsulting.com
Unveiling the Secrets How Does Generative AI Work.pdfSam H
At its core, generative artificial intelligence relies on the concept of generative models, which serve as engines that churn out entirely new data resembling their training data. It is like a sculptor who has studied so many forms found in nature and then uses this knowledge to create sculptures from his imagination that have never been seen before anywhere else. If taken to cyberspace, gans work almost the same way.
Business Valuation Principles for EntrepreneursBen Wann
This insightful presentation is designed to equip entrepreneurs with the essential knowledge and tools needed to accurately value their businesses. Understanding business valuation is crucial for making informed decisions, whether you're seeking investment, planning to sell, or simply want to gauge your company's worth.
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...BBPMedia1
Marvin neemt je in deze presentatie mee in de voordelen van non-endemic advertising op retail media netwerken. Hij brengt ook de uitdagingen in beeld die de markt op dit moment heeft op het gebied van retail media voor niet-leveranciers.
Retail media wordt gezien als het nieuwe advertising-medium en ook mediabureaus richten massaal retail media-afdelingen op. Merken die niet in de betreffende winkel liggen staan ook nog niet in de rij om op de retail media netwerken te adverteren. Marvin belicht de uitdagingen die er zijn om echt aansluiting te vinden op die markt van non-endemic advertising.
1. Model Risk Management in U.S. Regional Banks
Interview with Andrew Hrdlicka, Assistant Vice President, Modeling and Analytics Officer at BOK
Financial
Errors in financial models that banks use on a daily basis could lead to tremendous financial and
non-financial losses. It is crucial for banks to understand how they could minimize and manage
model risk effectively. In addition, the OCC and the Federal Reserve have recently released new
guidelines on model risk management, which will significantly modify their existing model risk
management practices.
Andrew Hrdlicka answered a series of questions written by GFMI before the Model Risk Conference,
December 3-5, 2012 in New York, NY. Andrew shares his thoughts on how risk management is
different for regional banks.
What key changes have you already made because of the new guidelines on model
risk?
Andrew Hrdlicka: As described by the Federal Reserve and the OCC in SR Letter 11-7,
“Rigorous model validation plays a critical role in model risk management; however, sound
development, implementation, and use of models are also vital elements. Furthermore,
model risk management encompasses governance and control mechanisms such as board
and senior management oversight, policies and procedures, controls and compliance, and
an appropriate incentive and organizational structure.”
At BOK Financial the Model Review Group is a committee of senior managers responsible for
ensuring that the bank’s model risk management structure adheres to the guidance provided by
regulators. The Model Review Group acts a governance and control mechanism, maintains model
policies and procedure, and supervises the approval and validation of models.
The Model Review Group was in place before the new supervisory guidelines were released. MRG
has since ensured that existing model risk management structures were consistent with the new
2. guidance. MRG has also incorporated relevant sections of the guidelines into BOK Financial’s model
policy, particularly guidance related to model validation. MRG also expanded the role of the
Subgroup on Technical Analytics and Research (STAR). STAR’s original purpose was to provide
quantitative support to the Model Review Group as they assess whether models brought before the
MRG have been thoroughly vetted. STAR’s role was expanded to act as a consultant to the
business lines during model development to ensure models are developed to the high standards
required by supervisory guidance, as well as to perform validations of models that would otherwise
not come before the MRG.
What challenges do regional banks face in comparison with other banks when model
risk management is concerned?
AH: Regional banks generally deal with small modelling groups and limited data sets. The biggest
challenge for regional banks is to develop a model risk management structure that utilizes limited
modelling resources efficiently in both the development and validation of models while ensuring
strong controls and procedures are in place.
What are the key methods for quantifying model risk at BOK Financial?
AH: Model risk can be difficult to quantify. The Model Review Group is responsible for maintaining a
current list of all models used throughout BOKF for significant business decisions. These models
must be reviewed and validated regularly, and any models that are not reviewed in a timely manner
are escalated to the Risk Oversight and Audit Committee.
How do you validate vendor models in-house?
AH: Validation of both internal and vendor models is supervised by the Model Review Group. This
group is a subgroup of the Risk Management Committee which is used proactively to assess
whether proposed models and changes to models have been thoroughly evaluated by the
sponsoring departments.
3. The Model Review Group ensures that all models have been independently reviewed, thoroughly
documented, and that procedures have been created to ensure ongoing validation of each model.
Independent review of models is often conducted by the Subgroup on Technical Analytics and
Research (STAR). The purpose of STAR is to provide quantitative support to the Model Review
Group as they assess whether models brought before the MRG have been thoroughly vetted. If
available, STAR conducts a thorough review of the model’s code and calculations. If source code is
not available, STAR’s review focuses on ensuring the assumptions, theory, procedure, and output of
the model are reasonable.
How do you think attendees would benefit by attending this conference?
AH: As mentioned above, model risk can be very tough to quantify and address. This conference
will provide an opportunity to learn from fellow professionals how model risk is both measured and
mitigated at other financial institutions.
Andrew Hrdlicka is Assistant Vice President, Modeling & Analytics Officer at BOK Financial. Andrew
began his career with BOK Financial as an IT intern in 2007, but moved to Risk Management when
he began his Master of Science in Finance at the University of Tulsa in the fall of 2008. Andrew
holds a bachelors’ degree in Computer Science from the University of Tulsa, and completed his
masters’ degree from the University of Tulsa in May 2010.
For more information please contact Michele Westergaard, Senior Marketing Manager, Media & PR,
marcus evans at 312-540-3000 ext. 6625 or michele@global-fmi.com
About the Model Risk Conference 2013
This unique event will take place in New York, NY from December 3-5, 2012. Industry leaders
attending this event will benefit from a dynamic presentation format consisting of workshops, panel
discussions and case studies. Attendees will experience highly interactive conference sessions, 10-
15 minutes of Q&A time after each presentation, 4+ hours of networking and exclusive online access
to materials post-event.
4. About Global Financial Markets Intelligence
GFMI is a specialized provider of content led conferences for the financial markets. Carefully
researched with leading financial market experts, our focused quality events deliver key bottom line
value through targeted presentations, interactive discussions and high level networking opportunities