Showing posts with label models. Show all posts
Showing posts with label models. Show all posts

February 10, 2018

Like algorithms humans can also produce peculiar and unjust decisions, and be almost just as faceless.

Sir, Gillian Tett writes: “as institutions increasingly rely on predictive algorithms to make decisions, peculiar — and often unjust — outcomes are being produced.” “The tragic failings of faceless algorithms

Indeed, but humans are also capable of producing peculiar and unjust decisions.

What could be more peculiar than regulators wanting banks to hold more capital against what by being perceived as risky has been made innocous to the bank system, than against what, because it is perceived as safe, is so much more dangerous?

And what is more unjust than because of these regulation allowing easier financing to those who want to buy houses, than to those entrepreneurs who are looking for a possibly life changing opportunity of a credit. 

Ms Tett quotes mathematician Cathy O’Neil’s Weapons of Math Destruction with: “Ill-conceived mathematical models now micromanage the economy, from advertising to prisons,” she writes. “They’re opaque, unquestioned and unaccountable and they ‘sort’, target or optimise millions of people . . . exacerbating inequality.”

Well “opaque, unquestioned and unaccountable” that applies equally to the bank regulators who do all seem to follow late Robert McNamara’s advice of “Never answer the question that is asked of you. Answer the question that you wish had been asked of you”

And on “exacerbating inequality”, the regulators de facto decreed inequality



@PerKurowski

June 11, 2017

In terms of creating systemic risks for our banking system, current regulators are the undisputable champions

Sir, former banker and banking lawyer Martin Lowy writes: “Dodd-Frank and Basel III capital rules have made banks and their holding companies stronger.” “How the next financial crisis won’t happen”, June 10

Well I sure know that the next financial crisis will absolutely not be the result of excessive bank exposures to something perceived as risky, as to what is rated below BB-, that to which regulators assigned a risk weight of 150%. Much more likely it will be from excessive exposures to something rated as safe as AAA, that to which regulators only assigned a meager 20% risk weight.

Really big bank crises, except from really extraordinary unexpected events, are the result of the introduction of something that can grow into a systemic risk.

What systemic risk do I see?

I see credit ratings, like when in 2003 in a letter published by FT I wrote: “Everyone knows that, sooner or later, the ratings issued by the credit agencies are just a new breed of systemic error to be propagated at modern speeds. Friends, please consider that the world is tough enough as it is”

I see risk weighted capital requirements, like those that allow banks to leverage more with what is “safe” than with what is “risky”., and therefore distorts, for no good reason, the allocation of bank credit to the real economy.

I see standardized risk weights that impose a single set of weights on too many.

I see regulators wanting to assure that banks all apply similar approved risk models, thereby again ignoring the benefits of diversification.

I see stress tests by which regulators make banks test against the some few same stresses, as if real stresses could be so easily identified.

I see living wills, as perfectly capable to create systemic risks that at this moment are hard to see.

In all, in terms of creating dangerous systemic risks, hubris filled bank regulators aee the undisputable champions.

The main cause for that is that our bank regulators find it more glamorous to concern themselves with trying to be better bankers, than with being better regulators.

Regulators, let the banks be banks, perceive the risks and manage the risks. The faster a bank fails if its bankers cannot be good bankers, the better for all.

Your responsibility is solely related to what to do when banks fail to be good banks.

And always remember these two rules of thumb:

1. The safer something is perceived to be, the more dangerous to the system it gets; and the riskier it is perceived, the less dangerous for the system it becomes.

2. All good risk management must begin by clearly identifying what risk can we not afford not to take. In banking the risk banks take when allocating credit to the real economy is precisely that kind of risks we cannot afford them not to take.

As in 1997 I wrote in my very first Op-Ed. “If we insist in maintaining a firm defeatist attitude which definitely does not represent a vision of growth for the future, we will most likely end up with the most reserved and solid banking sector in the world, adequately dressed in very conservative business suits, but presiding over the funeral of the economy. I would much prefer their putting on some blue jeans and trying to get the economy moving.”

@PerKurowski

November 01, 2016

The Main-Street understanding world’s MPCs most need, is that of the discriminated against bank borrowers, like SMEs

Sir, Huw van Steenis writes: “The private sector’s demand for loans, banks’ profitability, capital adequacy and risk aversion — all these affect not only financial aggregates but also financial wealth and the real economy through a variety of channels. Overlooking how banks function means the models that central bankers have relied upon are, by construction, overly simplistic fair-weather versions only.” “Time to put financial frictions at the heart of central bank models” November 1.

Of course, central banks must wake up to the frictions and distortions caused by the risk weighted capital requirements for banks. Though that is probably not what van Sttenis refers to, because, if he did, he should be very careful. He might wake up bankers, his bosses, from their realized wet dreams of earning the highest risk adjusted rates of return on equity, when financing what’s perceived as the “safest”

But Van Steenis also writes: “Every MPC should have members who have a real-world understanding of the plumbing of financial intermediaries. It’s time to put financial frictions into macroeconomic models.”. And Sir No! Careful there! “Huw van Steenis is the global head of strategy at Schroders”; and the Main-Street understanding Monetary Policy Committees around the world most need, is that of discriminated against bank borrowers, like SMEs and entrepreneurs.

@PerKurowski ©

February 20, 2013

Should it not be of our concern that bank regulators do not know what the hell they are doing?

Sir, Mr. Rod Price is correct in his assessment that “Models make for higher risk not lower” February 20,meaning of course, when wrongly or excessively applied.

Price writes “any model adopted by the regulator should really be making sure that all participants have completely different models, but in doing so, must accept that some of them won’t be very good and that it must not intervene to correct this”. Mr. Price adds “Regulators do not appear to understand this point, and thus do not know how to use models.”

Of course they do not how to use models, and, as I explained to you in a letter you published in January 2003, long before Basel II was approved, neither do they know how to use credit ratings.

Regulators should not use credit ratings unless they prohibit the banks to use credit ratings, because otherwise they are just leveraging the information contained in credit ratings too much, and condemning the banks to overdose on these.

Mr. Price’s letter contains arguments that I have been writing to you about for years now, and which you decided you preferred to ignore, probably because of such a little petty thing that you just did not like the messenger. 

But so let me ask you again, should it not be of our concern that bank regulators do not know what the hell they are doing? Or do you perhaps believe that it is too important we keep full faith in them, no matter what? And, if so, why did you now publish Mr. Price’s letter.

March 20, 2009

The Turner report is not even close to being a watershed.

Sir I have tried to figure the why of Martin Wolf´s “Why the Turner report is a watershed for finance” March 20, but I can´t. A regulatory watershed implies some fundamental change in the basic paradigms used, and this is definitely not it.

As an example the Turner Review holds that “Credit ratings have played a valuable role since (i) good investment practice should seek diversification across a wide spread of investments; and (ii) it is impossible for all but the very largest investing institutions to perform independent analysis of a large number of issuing institutions” which only makes us ask: Have they not seen enough of that what matters is not the diversification within one institution but within the whole system? Have they not seen enough of the how expensive the too-big-to-fail are so as to insist in giving the larger institutions special rights?

But perhaps Martin Wolf illustrates best the shortcomings of the report when he writes “if everybody believes in the same (faulty) risk models, the system will become far more dangerous than any individual player appreciates”. Did you notice that “(faulty)”? Well that means that Martin Wolf, like the report, still believes that the risk models can be right and that if we all follow them we will find financial Nirvana.

Wolf also stands firm and refuses to understand that a credit rating is simply the result of a model that analyzes one type of risk, and that these simple one dimensional published result created more havoc than all the other sophisticated financial models put together and that without the AAAs would have remained stacked away as unsellable nerdy creations.

Long live the diversifications of views that can only be present in a free market!... though that does not mean of course that we not do have to get rid of the regulatory naiveté that actually reigns and that allows a bank to leverage itself 62.5 to 1 times, as long as it lends to corporations rated AAA or AA- by some very few eyes.

PS. “A mixture of thousand solutions, many of them inadequate, may lead to a flexible world that can bend with the storms. A world obsessed with Best Practices may calcify its structure and break with any small wind."


July 25, 2007

Have 100% guaranteed incomprehensive financial model…will travel!

This is a great and handy tool for hedge funds when valuating portfolios and that will produce maximum commissions; and for the large US banks that have recently been authorized by their regulators to apply Basel II rules and now need to catch up with European competitors in lowering their capital requirements.

Low maintenance costs with access to an exclusive well churned and pliable data set licensed by the proprietor and that reaches back to 1840 and is equally impossible to scrutinize.

July 03, 2007

On the fashion of titles

Sir, John Dizard’s “Where money is lost there are winnings to be made” July 2, is a valuable reflection on the yen carry trade, though I must say the title sounds quite démodé. From what we have been reading lately about mark to markets through models of markets, the titles in vogue are more in the nature of “Where winnings have been made, losses wait to be recorded”.

July 02, 2007

A myth or a plain vanilla fraud?

Sir Tony Jackson in “Myth that could undermine credit derivatives”, July 2, describes the possibility that the traders on both ends of a deal could, by using their own models, show themselves to be making a profit for years and collect bonuses on these. Jackson describes these mark to market mechanisms in terms of myths, though I would read them slightly more like frauds. Anyhow it all makes me think that the hedge-fund-derivative traders could in a near future be facing the same type of difficulties a tourist has when he needs to talk himself out of a serious problem in a language no one understands... well until now they have all at least gained a lot in the translation.