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Statistical Significance of the A- Issuer Rating for Greensill Bank

Agencies, Statistics, Symbols

Instead of a low default risk, other reasons may have been decisive for the issuance of the extraordinarily good issuer rating.

Usually the question of whether a credit rating is right or wrong cannot simply be answered with yes or no. Only a few cases on the capital market are so-called nobrainers, which would immediately reveal a mistake. The occurrence of bankruptcy or default despite a good credit rating is by no means proof that the rating was wrong. Scientifically, the proof can only be made on the basis of the assumption of a certain distribution using a hypothesis test. Usually this requires a comparatively large number of cases. This is especially true when the probability of the occurrence of the event to be tested is very low.

According to the central limit theorem of statistics, the more cases can be observed, the more accurate the result. In probability theory, the central limit theorem establishes that, in many situations, when independent random variables are added, their properly normalized sum tends toward a normal distribution even if the original variables themselves are not normally distributed. The Scope Ratings scandal surrounding the issuer rating of the Greensill Bank can also be analyzed from this point of view.

At the time of Scope Ratings’ first isser rating on Greensill Bank AG on July 19, 2019, the bank was a German factoring bank based in Bremen. The bank was a 100% subsidiary of privately held Greensill Capital Pty Ltd (“Greensill”). The rating of Greensill Bank allegedly reflected the bank’s capitalisation and its high degree of integration with the Greensill group. The assets of Greensill Bank consisted predominantly of trade receivables from factoring and reverse factoring transactions originated by the Greensill group. The Greensill group had grown strongly in recent years, competing with major global banks as a specialised non-bank provider of supply chain finance (“SCF”). “The group had also attracted more than US$ 1 billion external investment”, admitted Scope Ratings.

Scope Ratings’ Issuer Rating for Greensill Bank AG

The following credit rating was assigned by Scope Ratings on July 19, 2019: “Issuer Rating of A-. The rating has a Stable Outlook.”

A number of Scope Ratings’ credit rating methodologies for various sectors make reference to Scope Ratings’ idealised expected loss and default probability tables. These tables are provided at the discretion of Scope Ratings. “Users of these tables should refer to Scope Ratings’ specific Credit Rating Methodologies to ensure all analytical considerations are addressed. These tables should only be used in conjunction with such Credit Rating Methodologies”, warns Scope Ratings:

Please refer to the original source: Scope Idealised Tables

Such tables are required for carrying out ratings in the area of structured finance. An explanation of these tables was also published in the year of the publication of the issuer rating for Greensill Bank (see Scope Ratings’ document “Idealised expected loss and default probability tables explained”).

When deriving the table, Scope Ratings uses data from the leading US credit rating agencies. However, there is still no evidence as to whether the conditions of these credit rating agencies with their experience of an entire century can also be transferred to the credit ratings of Scope Ratings.

This is not actual historical data. Rather, the tables are intended to help the investor understand the risk associated with a particular rating level. Scope’s idealised default probability table shows the maximum default probability reference that is generally consistent with a given rating level over a given risk horizon. The risk horizon is expressed in years.

Ratings are the universal expression for risk over a specific time horizon. Accordingly, with the issuer rating of A- given for the Greensill Bank, the investor could expect that issuers assessed in this way are on average after 30 years with a probability of 12.65 % in default. In other words, one eighth of the banks rated at this level are in financial difficulties after 30 years.

In the short term, however, the risk should be much lower than the risk after three decades. This is also shown consistently in Scope Ratings’ idealized table. Within two years the probability should only be 0.16 percent.

Scope Ratings had downgraded the issuer ratings from A- to BBB+ on Greensill Bank on September 17, 2020. Half a year before the default occurred, creditors could assume a very good risk, especially since the downgraded rating was still clearly in the investment grade range. In this respect, the following calculations could be carried out with the even lower risk of 0.07 percent resulting from the table above.

Scope Ratings’ idealised default probability table illustrates the default probability reference generally consistent with a given rating level over a given risk horizon.

How low the short-term probability of a failure should be under these conditions cannot be intuitively grasped by looking at the graph or at the table above. To calculate the number of banks among which one single bank defaults when the probability of default for each A- rated bank of the group of A- rated banks is 0.16 percent, you divide 100 by 0.16% or 1 by 0.0016. This calculation results in the number 625.

According to Scope Ratings A- rating for Greensill Bank and taking into account the idealized default rates used in Structured Finance, the probability of the Greensill Bank failing within two years should be 1 in 625 (= 0.16 %).

Calculations carried out with the even lower risk of 0.07%, if you take into account the fact that at the beginning of September 2020 an investor could only see an issuer rating of A- for the Greensill Bank on the website of Scope Ratings, the probability of the Greensill Bank failing within the following year should be 1 in 1.429 (= 0.07 %). Regardless of the assumption made with regard to the time horizon, the default probability was given as very low and therefore the A- issuer rating had to encourage investors to take the risk.

It is according to Scope Ratings’ A- Issuer Rating for Greensill Bank highly unlikely that Greensill Bank, the bank of the shareholder and member of the advisory board of Scope, who is also chairman of Greensill Bank’s supervisory board, would default after only two years. Therefore it cannot be ruled out that reasons other than the actual credit risk of default were decisive for the provision of this remarkable good issuer rating for Greensill Bank.