models

Move Beyond Spreadsheets

Is your firm ready? Financial institutions are seeking answers that will help them plan a roadmap for implementation of the new current expected credit losses (CECL) standard issued by the Financial Accounting Standards Board (FASB). “The runway looks long but firms need to start to prepare now,” said Anna Krayn, Team Lead for Impairment, Capital Planning and Stress Testing at Moody’s Analytics. She was the second of three panellists at the webinar “The Long Road to CECL” sponsored by the Global Association of Risk Professionals on September 8, 2016. “Now is the time to educate, organize and govern, quantify, and […]

Long Road, Many Challenges

Nothing like a financial crisis to show the rough spots in estimation of losses. “Credit losses weren’t being recognized on a timely basis,” and the impairment accounting models were complex and varied widely, according to Kevin Guckian, Partner, National Professional Practice at Ernst &Young. He was the first of three panellists at the webinar “The Long Road to CECL” sponsored by the Global Association of Risk Professionals on September 8, 2016. “FASB’s final standard should accelerate recognition of credit losses,” Guckian noted, referring to the current expected credit losses (CECL) standard newly adopted by the Financial Accounting Standards Board. He […]

Avoid Jekyll and Hyde

Accurate price determination for commodities means that data must be gathered, processed and analyzed. What, then, are current best practices for data management? “Organizations are beginning to recognize their current solutions are no longer meeting current needs,” said Michal Peliwo, Vice President of Business Solutions at ZE PowerGroup.  He was the third and final speaker at a webinar on August 24, 2016, sponsored by the Global Association of Risk Professionals, titled “The Price is Right? Strategies for Market Discovery & Optimum Pricing Challenges.” Peliwo described the fragmented world of data management as it exists at most companies. “MS Excel is […]

Optimum Price a Moving Target

How was risk-taking originally priced, and has this changed over time? Centuries ago, mercantile economies used to pool risk for the trading ships that were sent out. Over time, this “big chunk risk” has given way to increasingly more precise ways of determining risk, and is now down to individual financial transactions. “Pricing is the centre of gravity of this operation,” said Robin Bloor, Chief Analyst at The Bloor Group. “For every product theoretically there is an optimum price.” Beginning with this historical comparison, he was the first of three speakers at a webinar on August 24, 2016, sponsored by […]

Pain of Payment for … the First Date

This concludes the interview with Professor Avni Shah regarding consumer behaviour and the connection we feel to the stuff we buy. And, possibly, to the people we buy it for. Click here to read the first half of the interview. Q: Did you look at other aspects of the connection? I said, let’s see how long this effect persists. I got data for the years 2004 to 2013 from an alumni association. What I was interested in is how alums make donations: by cheque versus card. Cheque feels more painful because you have to write out that amount. I wondered […]

Pain of Payment for … Coffee

“Me? Why do I have to pay for the falafels? I barely have two dollars to rub together,” said Morty. Tuesday is the two-for-one special at our local take-out Mediterranean shop. “Take it from me—you’ll enjoy them more!” I said, tapping the article I had just been reading in the New York Times. In a nutshell, it reported on new research in the Journal of Consumer Research that said having some difficulty in payment increased the consumer’s connection with the item purchased. He grabbed the section to read while we wolfed down our falafels.  “You’ve gotta interview these people,” he […]

Data Science 2. The Roadmap

“The core concept for data science is hypothesis testing,” said Nima Safaian, team lead for Trading Analytics at Cenovus Energy. The data scientist must identify trends, generate hypotheses, and test, test test. The scientist’s bent toward hypothesis testing should be even stronger than their math skills. Safaian was speaking at the Data Science webinar on August 2, 2016, sponsored by the Global Association of Risk Professionals (GARP). “Attitude is everything,” Safaian said. “Think like a startup. Have an agile mindset,” he urged, referring to the books The Lean Startup by Eric Ries and The Lean Enterprise by Humble, Molesky, and […]

Data Science 1. Trading Analytics

At the end of the day, what do you produce? If you are a knowledge worker, your “product” could be something as intangible and significant as decisions. That is the thinking behind the “decision factories” discussed in Roger Martin’s seminal Harvard Business Review article. If we labour in decision factories, then we are decision engineers, and our chief raw material is data, according to Nima Safaian, team lead for Trading Analytics at Cenovus Energy. “We need the capacity to produce many good decisions,” he said at the webinar on August 2, 2016, sponsored by the Global Association of Risk Professionals […]

Fast Turnaround of Complex Math

Imagine you are driving your brand-new mini-van, the latest Drake album cranked on high, the windshield wipers at top tempo, and the heater keeping things toasty. You go to switch the headlights to high-beam—and you are suddenly hit by the unmistakable odour of melting circuits…. Not a happy situation. It’s one that automotive designers the world over try to avoid by extensive testing of many different usage scenarios. Problem-solving tools have dramatically changed the way engineers advance their knowledge, for financial, automotive, chemical, and other sectors. Many products and technologies we take for granted—such as the electronic circuitry in a […]

Worst Case Analysis Made Easy

Can symbolic computing improve real-world design? Definitely yes, according to the product development team at the automotive firm Delphi. “Each time the circuits were changed, the electrical equations changed. We turned to symbolic computing so that we could quickly deal with design changes,” said Michael G. McDermott, Senior Development Engineer at Delphi. He was the second speaker in a webinar on May 25, 2016, titled “How Far Can Your Math Knowledge Go?” Lights, heating, movies for kids in the back to watch… Over time, vehicles have come to have more and more elaborate electronics. These can lead to unpredictable stresses […]