Showing posts with label risk models. Show all posts
Showing posts with label risk models. Show all posts
December 03, 2018
Sir, Jonathan Ford writes, correctly, “One concern with using risk-weighted assets is that bank bosses can influence the calculation by tweaking the asset number”, “Money to burn at the banks? It all depends on how you count it” December 3.
But you really do not have to go there to be very concerned, it suffices to ask yourself: What is more dangerous to our bank systems, that which bankers perceive as risky, or that which bankers perceive as safe?
And then you do not have to use bankers models, it suffices to know that in the standardized risk weights of Basel II, the regulators themselves assigned a meager 20% risk weight to the rated AAA to AA, that which really could be dangerous (like in 2008) and a whopping 150% weight to the innocous below BB- rated, that which bankers won’t like to touch even with a ten feet pole.
I agree with those wanting a straight equity requirement for banks, a leverage ratio, like Mervin Kings’ 10% or Professor Anat Admati’s 15%, but much more than for the safety of our banks, I want that so as not distort the allocation of bank credit to the real economy.
Sir, I am convinced that, a 0% bank capital requirement, with no supervision of banks, with no deposit guarantees to its depositors, would be much better for our real economies, and much safer for our banks systems, than the current dangerous regulatory nonsense… which only guarantees especially big crisis, resulting from especially big exposures, to something perceived as especially safe, against especially little bank capital.
Unfortunately, you seem to believe our bank regulators really know what they’re doing… or is your motto “Without fear and without favour” just a marketing ploy?
@PerKurowski
October 02, 2017
Is banking regulation unfinished business? You bet, risk weighted capital requirements are still used
Sir, I have not read Tamim Bayoumi’s “Unfinished Business” yet, so for the time being I have to go on what John Authers writes in “A fresh way to learn from the financial crash” October 2.
From what I see the book seems in much like another example of Monday morning quarterbacking. For instance when it states “In early 2007 anyone in Wall Street would have said that naive European banks were the most enthusiastic buyers for dubious debt securities” we must really ask what is meant by qualifying European banks as naïve? These were AAA rated securities, these were the type of securities that their own regulators had just in 2004 with Basel II authorized the to leverage 62.5 times to 1 their capital with.
What we had (and still have) is amazingly naïve bank regulators… who for instance still allow banks to use their own models, as if banks were not interested in generating the largest risk adjusted returns on equity, something that, because of regulators, is nowadays foremost done by minimizing capital requirements.
It also says: “the US widened the collateral that banks could use in repo transactions [this] rule encouraged them to create mortgage-based securities, and “game” rating agencies into giving them undeserved strong ratings”. But that is wrong, or at the most, just a minor cause of the disaster.
Anyone who has taken time as I did to understand what had happened (I passed exams for real estate and mortgage intermediation licenses in the US for that purpose) would be clear on the following. The profit potential in securitization is a direct function of the quality difference between what is put into the securities, and what comes out. To be able to feed the sausage with subprime mortgages yielding 11 percent, and then because of AAA ratings be able to resell these (to Europe) at 6%, was a profit opportunity to big and juicy to miss.
Finally Authers comments: “Meanwhile, models resting on assumptions disproved during the crisis are still in use. There is indeed unfinished business.” Indeed, the risk weighted capital requirements are still used.
Sir, the first of about 50 letters I have written to John Authers since July 2007, more than a decade ago, ended with: “This all is lunacy and we are being set up for even bigger disasters and it must end, before it ends us. We need urgently to punish the regulators, at least on the count of being very naive.”
But clearly someone in FT did not want to hear my arguments, or at least not these coming from me.
@Per Kurowski
December 02, 2016
That banks have strengthened is pure wishful thinking, as most of it is the result of weakening the real economy.
Sir, Brooke Masters’ writes: “Eight years after the financial crisis, we were all getting bored with bank stress tests. Most of the institutions are so much stronger and better capitalised than they were” “UK’s tough stance on banks contrasts with global mood” December 3
That’s not really so. Most of the strengthening is the result of banks shedding “risky” assets in favor of safe, so the other side to that coins is having in the medium and long term run made the real economy weaker.
As I have complained about for years, current stress tests only look at what is on the balance sheets of banks, ignoring completely the aspect of what should have been there.
With respect to “imposing “output floors” on the models. These would effectively raise capital requirements for some banks by pushing up the value of their risk-weighted assets”, the real question is, how could regulators be so naïve so as to think those risk models were not going to be tweaked? Lower risk determination, means lower capital requirements, means higher leverages, means higher expected risk adjusted returns on equity.
With respect to “floors unfairly penalise banks with unusually safe assets, such as those who keep a lot of low-risk mortgages on their books”, the question is when will banks keep on favoring the “safer” construction of basements were the jobless young can live with their parents over the “riskier” lending that could allow the young to find the jobs they need in order to become responsible parents too?
Sir, you want strong banks? Keep them on a tight capital leash without distorting what they do? You want weak banks? Make them operate only in what is safe and help them with their returns on equity by being very accommodative allowing high leverages.
@PerKurowski
November 19, 2016
Like bank-managed risk based capital models, should children also set the nutrition values that determine their diet?
Sir, James Shotter writes about differences of opinion between American and European bank regulators, with respect to allowing big banks to use their own risk models to help determine how much capital they should hold. “Bank rules benefit only US, says Deutsche chief” November 19.
Sir, knowing that banks have huge incentives to reduce the capital they need to hold, in order to by means of higher leverages obtain the highest returns on equity possible, that is perhaps the greatest, but far from the only display of naiveté by the Basel Committee and the Financial Stability Board.
It is like allowing children to set the nutritional values that will determine their diet like for chocolate cake, ice cream, broccoli and spinach.
In this discussion the relevant question is: “European regulators, do you believe European banks to be genetically or by some other reason more disposed than US bankers to resist the temptation of high returns on equity and bonuses?”
If the answer is “Yes”, so be it, and then the market will evaluate that answer. My bet is that the market will long-term prefer better capitalized banks… as well as trusting more regulating nannies that trust less the children in their care.
“Valdis Dombrovskis, the EU’s financial regulation chief, said… he would not accept changes that significantly increased how much capital European banks had to hold.”
Is that so? Does he really want US banks to become stronger than the European under his watch?
Clearly there is a conflict between wanting the banks to hold more capital with wanting the banks to also serve the credit needs of weak economies. But there are ways to harmonize, like grandfathering any changes in the capital rules meaning leaving them as is for all the current assets of banks, and, for instance, applying a fixed 8 percent capital requirement for all new assets.
@PerKurowski
November 07, 2016
Europe, America, G20, don’t walk away from Basel Committee risk weighted bank capital regulations…you’d better run!
Sir, John Dizard writes about a “meeting of the Basel Committee on Banking Supervision on November 28 and 29… is scheduled to agree a “standardised approach for credit risk” and impose limits on the use of internal models. The idea is that banks in the G20 countries, a group of the world’s most powerful economies, will not engage in regulatory arbitrage, or international game playing that results in a lowering of credit standards.” “Basel’s background noise for the next crisis”, FTfm, November 7.
Of course, the Basel Committee should prohibit banks from using their own models to define their own capital requirements; allowing it, is like letting children use their own nutrition models to pick between chocolate cake, ice cream, broccoli or spinach.
But, to impose a regulators’ defined “standardised approach for credit risk”, is just as loony; it suffices to have a look at what the standardized risk weights included in previous Basel Committee regulations.
One example: Basel II, 2004, set the risk weight for an asset rated AAA to AA at 20% while that of an asset rated below BB- was set at 150%. Anyone believing that what is rated as highly speculative, almost bankrupt, below BB-, is more dangerous to the bank system than what is rated AAA to AA, must be smoking some weird stuff.
Sir, unfortunately Dizard, as most of you in FT, shows little understanding for the whole issue when he questions: “under the current version of the Basel “standardised approach”, unsecured lending to a non-public, below investment-grade corporate borrower requires the same bank capital commitment as project financing secured by assets, liens on equity and cash lockbox arrangements. Based on the past low loss rates for project lending, that is between two and three times as much capital as the risk should require.”
If that is so, should not the difference in risk reflect itself sufficiently in the interest rate and the size of exposures? Why should that same perceived risk also have to be reflected in the capital? Does Dizard (or you Sir) not know that any risk, even if perfectly perceived, leads to the wrong decision if excessively considered?
Sir, ask Dizard: “Why should a bank when lending to a below investment-grade corporate borrower have to hold more capital than when lending to “safe” projects? Will not the “risky” corporate anyhow get less credit and pay higher risk premiums than the “safe” project?
Sir, again, for the umpteenth time, bank capital should not be required to cover for expected risks; it should be there to cover for the unexpected.
Sir, again, for the umpteenth time, the risk weighted capital requirements for banks have introduced absolutely insane distortions in the allocation of credit to the real economy. If Europe, America, G20, or the whole world do not run away from the regulators’ senseless doubling down on ex ante perceived risk, their economies are doomed to stall and fall.
@PerKurowski
October 31, 2016
Math can be destructive, especially when applied to main-street by deskbound mathematicians with ulterior motives
Sir, as an Executive Director at the World Bank, in October 2004, in a formal statement I wrote: “Phrases such as “absolute risk-free arbitrage income opportunities” should be banned in our Knowledge Bank. We believe that much of the world’s financial markets are currently being dangerously overstretched through an exaggerated reliance on intrinsically weak financial models that are based on very short series of statistical evidence and very doubtful volatility assumptions.”
So clearly I cannot but to be in total agreement with the general concept of Cathy O’Neil’s “Weapons of Math Destruction” and as reported by Federica Cocco in “A manual for citizens taking on the machines” October 31.
But, I say “general agreement”, because I am not against math per se, just against math and models when applied to the real world by desk-bound mathematicians (and economists) who have never walked on main street; and are perhaps pursuing ulterior motives.
Take for instance credit evaluations. Do you think there is a lot of buyer interest in data that provides for a perfect credit scoring? Never so. Perfect credit scoring does not produce big profits. Big profits are the result of selling something very risky as very safe. Big profits are the result of convincing a debtor that data proves he is much riskier than what he really is.
@PerKurowski ©
October 24, 2016
Post-Crash Economics Society: Risk models & credit ratings are not wrong, the credence bank regulators give these is
Sir, since I was travelling I missed David Pilling’s “Crash and learn: should we change the way we teach economics?” October 1.
It discusses the Post-Crash Economics Society that was created by students at Manchester university, mostly in response to “glaring failure of mainstream economics [that failed] to explain, much less foresee, the financial crash of 2008.”
In it Pilling quotes Andrew Haldane, chief economist at the Bank of England: “We all became overly enamoured of a particular framework for thinking, or a modelling approach… It became something of a methodological monoculture [that] was not well equipped for dealing with economies or financial systems close to, or at, breaking point.”
That sounds about right. It was not the models’ faults, but the fault of those using the models.
For instance bank regulators, with mindboggling hubris, and blind faith in the models, using only knowledge, decided that the capital requirements for banks should be based on risk models using ex ante perceived risks. That was dumb. Clearly any regulatory wisdom would have indicated that those capital requirements, should be based on the so much more dangerous consequences to the bank system that could be caused if those risk models or risk perceptions, like credit ratings, turned out to be wrong.
The faster that is understood, the faster we can bridge the differences between those who, like Angus Deaton, though accepting that “economics is a broad church” yet argue that it “needs to be kept rigorous”, and those who, like Joe Earl, want it to be “more an exploration of ideas, and less a training in the economic priesthood.”
Of course, that will require bank regulators to declare much mea-culpa, or in other ways upsetting a lot the cozy relations in their mutual admiration club.
Here a more extensive aide memoire on some of the monstrosities of such regulations.
@PerKurowski ©
October 09, 2016
I would not shed tears for the Basel Committee for Banking Supervision’s demise. Neither would millions of SMEs.
Sir, Caroline Binham and Jim Brunsden, with help of Laura Noonan, report that the Basel Committee for Banking Supervision is introducing reforms that include a contentious “output floor” that would limit banks’ ability to use their own internal models to assess risk. “In many cases this will effectively raise the amount of capital that banks have to hold” “Basel group warns of call for lenders to ramp up capital” October 8.
What do they mean with “in many cases”? How can anyone believe all banks authorized to use internal models do not use these to minimize the capital they need to hold …so that they can maximize their returns on equity?
Sadly, what is really contentious with all this, is how on earth we ended up with such infantile regulators.
Anyhow the authors report these reforms are creating some discord between the US and Europe; to such an extent it “tests the viability and purpose of the Basel group, founded 41 years ago to harmonise banking rules around the world.”
Sir, if that would signify the end of the Basel Committee, you know I will not shed a tear. Neither would the millions of SMEs and entrepreneurs who over the years have been denied fair access to bank credit, if they finally came to realize that was a direct consequence of Basel’s regulatory discrimination.
Knowledgeable bank regulators know below BB- rated assets are risky. Wise ones know what’s AAA rated is dangerous. The world is overdosing on information and knowledge and it sorely needs more wisdom.
PS: Here is an aide memoire on the regulatory monstrosity of the risk weighted capital requirements for banks.
@PerKurowski ©
June 14, 2016
Please help save us from regulators applying their standardized risk models to all banks… that would be the end
Sir, Martin Sandbu, in “Free Lunch: The bank, the fox and the henhouse”, June 13, discusses the issue that “Rules for banks’ capital cannot rely on their own models of risk”
Sandbu writes: “non-initiated may be surprised to know that [some] banks were [and are] permitted to decide how risky their assets were — which determines their capital requirements under rules that set safe capital thresholds as ratios of “risk-weighted assets”. To the extent banks perceive capital requirements as a burden, that creates an incentive for them to engineer risk assessments that minimize that burden.”
And so clearly when “The Basel Committee on Banking Supervision, which recommends global standards for national banking authorities, proposes to replace banks’ internal models of riskiness with external standardized models” this sounds very logic to many.
But the non initiated are not aware either of that, with Basel II, the regulators already gave a set of standardized risk weights to be used by all banks deemed not sophisticated (or big enough) to run their own risk models.
And Sir, it behooves us to fully understand what regulators did, before we dare to hand over to them one iota of more power.
Unbelievable, Basel II derived the risk weights, those that determine the capital requirements, from the ex ante perceived risk of the assets per se, and not from the risk these assets can pose to the banks or the bank system.
And therefore we have that assets rated below BB-, speculative and worse, those assets to which banks would never ever create excessive exposures to, got a risk weight of 150%, while assets rated AAA to AA, those to which banks could easily get to be dangerously exposed, these got a risk weight of only 20%.
So Sir, is there any good reason for us to welcome the same regulators to start working on a Basel IV?
As a minimum minimorum, before Basel IV work begins, we must require regulators to clearly specify what is the purpose of the banks, something they never did before they regulated. I say this because with the distortions produced with Basel I, Basel II and Basel III, they clearly evidenced, they do not give a damn about whether banks allocate credit efficiently to the real economy.
The only useful risk model is that which understands that bank capital is to be there against unexpected events, not against expected credit risks. For example, capital could be 8 percent against all assets.
But perhaps banks do need more capital, like 10 percent, because now we also have to guard them against the “unexpected” reality of regulators being capable of such an immense hubris, they can just push on without a clue about what they’re doing.
PS. To top it up... their risk-weights were portfolio invariant
PS. To top it up... their risk-weights were portfolio invariant
@PerKurowski ©
August 24, 2015
How do you audit risk-weighted capital ratios? What would an auditor say about a zero risk weight?
Sir, ICAEW’s Iain Coke writes that since “Bank’s risk weighted asset calculations and capital ratios are currently unaudited”, “Bank capital ratios need to be audited” Monday 24.
What a great idea! I would love to see bankers and regulators explaining the risk-weights to the auditors…
Mr. Stefan Ingves, you as the current chair of the Basel Committee, how do you explain the zero risk weight for some of your favored sovereigns? And how do you explain that for purpose of setting the capital requirements that are to cover for expected losses you think those perceived as risky in terms of expected losses, can generate more unexpected losses than those perceived safe?
I can’t wait for an ICAEW endorsed audit of a bank’s capital ratio.
Coke writes “People needs to have confidence in bank’s capital formation”. Absolutely, that would be a good thing, but such an audit would certainly also shatter the confidence in bank regulators… and that would also be good, or at least a much needed thing.
@PerKurowski
August 17, 2015
Nonsense! Why should ECB worry about banks' risk models being right, when its problem is when these are wrong?
Sir, I refer to Laura Noonan’s “ECB doubles the time needed for ‘intrusive’ review into banks’ complicated risk models”, August 18.
All those studies are utter nonsense. Let us suppose banks’ risk models work well. Would ECB have any problem with that? No! Its only problem is when those risk models do not function. And, so if you are going to ask banks to hold capital, it is precisely against that or any other unexpected risk… and frankly, who can evaluate those risks?
Noonan writes: “various studies have found widespread differences in banks’ Risk Weighted Assets models… The 123 banks together have more than 7,000 internal models”. Though all those models are most certainly used to justify lower capital needs of banks, I still find that slightly comforting… since, this way, there are less risk these could all be wrong in the same way.
Because when I read: “Harmonising supervisor’s approaches — including to risk models — was a priority, said the ECB.”, that scares me even more, because the possibility of introducing a fatal not diversifiable systemic risk is much increased.
In 2003, as an Executive Director of the World Bank, with respect to Basel Committee regulations I warned: "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.”
The absolute least we must require of ECB is that all the consultants who would be working at this, and who at the end of the day are paid by taxpayers, put up their conclusions on the web, so that we can really shame them if they get it wrong. (Or shoot them if they get it wrong… since as a consequence much people will most likely suffer… and even die).
In my mind, and pardon the vulgarity, with these studies ECB is just trying to cover its behind… at taxpayers’ expense.
I dare ECB to allow me, on a pro-bono basis, to formally record my complete criticism of the pillar of current bank regulations, namely the risk-weighted capital requirements for banks.
ECB, IMF, Basel Committee, FSB, Fed, FDIC, Systemic Risk Council, anyone involved, for the umpteenth time I warn you: One thing is a simple fixed capital requirement on all bank assets, which allows the markets to figure out and manage the risks as best as it can. Something entirely different is many, few, or even one single model that sets the risk-weights that determine the capital requirements of banks. That can only confound the markets making it impossible for anyone to better estimate the real risks… making it more possible for the last safe haven to become overpopulated, and us dying suffocated there for lack of oxygen.
Please regulators… you are playing around with extremely dangerous explosive material.
In 1999 in an Op-ED I wrote: “The possible Big Bang that scares me the most is the one that could happen the day those genius bank regulators in Basel, playing Gods, manage to introduce a systemic error in the financial system, which will cause its collapse”
In 2008 we already saw one AAA-rated bomb explode… and we sure do not need more of those.
PS. Come to think about it. This ECB research project sound about the most useless navel gazing project I have ever heard of. A risk model, if it is worth anything, must be very dynamic, meaning the one you researched like an hour ago, could perhaps have very little to do with the one being used in this minute. Or, will the banks now require ECB’s or Basel Committee's permission to change the model they use?
PS. On the other hand ECB’s research project formally indicts the Basel Committee and FSB as being clueless about what they are doing.
Just one more thing!
Just one more thing!
So ECB, during 4 years you intend to contract many expensive consultants to check 7,000 different models that determine the risks weighted assets of banks, in order to determine the risk for banks.
So ECB: How many consultants will be checking the risks all these risk-weighted asset models imply in terms of possible bad allocation of bank credit to the economy?
@PerKurowski
March 16, 2015
Why worry about bank’s risk models, when the regulators’ own “standardized” risk weights are more than bad enough?
Sir, Laura Noonan writes about the regulators increased concern with how financial modeling by banks can influence their risk weighted assets and thereby the equity they need to hold, “Regulators push banks hard on capital ratio flexibility” March 16.
I care little for those discussions because as I see it, the regulators’ own “standardized” risk weights are more than bad enough.
In 1988, the Basel Accord, Basel I, approved that banks had to hold 8 percent in equity when lending to the private sector but the banks were allowed to lend to OECD’s central governments against no equity at all.
The introduction of such an amazing pro-government bias, I would even call it outright communism, distorted all common sense out of the allocation of bank credit to the real economy. And with Basel II in 2004 they made it worse. And now with Basel III they are digging us even deeper into the hole.
Perhaps, with luck, banks’ own risk models do not assign the same “infallibility” to the sovereigns as regulators do.
@PerKurowski
August 06, 2013
Bank regulators insisting on playing risk managers for the world, evidences hubris and lunacy is still going strong.
Sir, it is indeed scary reading Brooke Masters reporting on a “Call to harmonise bank risk models”, August 6.
The average risk weight for sovereign corporate and institutional debt that European Banking Authority found in 35 big banks is quoted as being 35 percent with a standard deviation of 12 percent. This indicates how frightening badly capitalized most European big banks are.
In Basel II terms a 35 percent risk weight, applied to a generously defined 8 percent basic capital requirement, could indicate the average banks to be assets to equity leveraged about 35 to 1, and some even 55 to 1 and more.
But even scarier, is reading what EBA suggests. Bank regulators should not be risk-managers for the world and have no business concerning themselves with whether the models banks use to analyze their risk work or not. Their responsibility is to think exclusively in terms of what to do when risk-weights and risk-models do not function adequately. And, in this respect, the last thing regulators should do is precisely what the European Banking Authority calls for, which is “further moves towards harmonized rules for risk models”. That only guarantees to increase the systemic risk of many risk models being wrong at the same time. It is as if regulators have learnt nothing at all from this crisis.
All in all what the article indicates, is the need for a more simple leverage ratio type of capital requirement, which, since applied equally to all assets, makes it therefore more independent of risk models. That would of course also help to reduce the extreme distortions in the allocation of bank credit to the real economy introduced by capital requirements based on perceived risks.
February 21, 2012
The best bank regulator knows absolutely everything about banking… or nothing at all.
Sir, Patrick Jenkins, in “Bank of England needs more than a new governor”, February 21, comments on how much a governor might need to know about banking in order to understand the banks it will soon have to regulate. My answer is either all or nothing at all. Let me explain.
If bankers knew what they were up to and their risk perceptions and risk models were perfect, then there would be no problems. Therefore the regulators should never ever bet the house on the bankers being correct, as they currently do with their capital requirements for banks based on perceived risk, but always prepare for the consequences of the bankers being wrong.
And those best positioned to do so are either the ones who know absolutely nothing of the risk perceptions and risk models, and therefore do not want to have anything to do with these, or those who know everything about risk perceptions and risk models, and therefore also do not want to have anything to do with these.
The truly dangerous ones are those who know a little about risk perceptions and risk models but who do not want to admit to any ignorance. In other words the truly dangerous bank regulators are precisely those we have.
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