Big Data: New Tricks for Econometrics
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The London Interbank Offered Rate (LIBOR) is the benchmark (reference) interest rate for millions of contracts worth more than USD 350 trillion, ranging from complex financial derivatives to residential mortgages. LIBOR comes in five different currencies, and its maturity ranges from overnight to twelve months.
Although it been referred to as the “world’s most important number,” LIBOR has had a fair share of opposition. There are reforms to replace LIBOR with new risk-free rates. In 2017, it was announced that panel banks would cease to be persuaded or riveted to submit required rates to calculate LIBOR.
Interbank unsecured term borrowing, which is the basis for LIBOR, has significantly reduced. This only implies that LIBOR may stop playing its central role.
An ideal benchmark rate is the one that provides standard excellence to the preset objectives. For example, an ideal investment benchmark is a yardstick to guide an investment strategy and to gauge the success of this strategy. It represents a “neutral” position for the investor with matched risk tolerance, investment horizon, liquidity needs, and returns objectives with its investment policy. An ideal benchmark has the following features:
Notably, in the past, market players were steered more by funding costs than the above features.
Although LIBOR provides a reference rate for financial contracts and acts as a benchmark for lending and funding, it can easily be manipulated. Its vulnerability to manipulation is as a result of the following:
Since LIBOR rates are set by banks submitting their estimates of their borrowing costs, the rates can be maneuvered by those member banks. Additionally, LIBOR is constructed in such a way that it relies on market and transaction data-based expert judgment instead of actual operations. For example, during the financial crisis, large banks manipulated LIBOR by reporting low rates to make the bank look stronger than it is and reporting false rates to profit on LIBOR-based financial products.
Sparse activity in interbank deposit markets is an obstacle to a possible transaction-based benchmark based on interbank rates. Thus, very few actual transactions act as a backbone to the submissions for longer LIBOR tenors. The underlying market that LIBOR seeks to measure—the market for wholesale term lending to banks—is no longer sufficiently active.
Markets have grown in scale and complexities. The methodology for obtaining LIBOR is outdated since it has remained the same for a long period; thus, making large banks report fewer transactions. Additionally, the sensitivity to liquidity shown by money markets has made banks reduce their term lending to each other and move to non-bank borrowers for unsecured funding; thus, increasing the variation in the money market rates, hence the transition from LIBOR to risk-free rates.
LIBOR includes a built-in credit-risk component because it represents the average cost of borrowing by a bank. Lenders have turned to funding less risky investments, such as repos. The results of doing away with standardized over-the-counter claims to collateralization of over-the-counter derivatives have increased the significance of funding with little or no credit risk. For this reason, swaps and other derivatives have broadly drifted away from LIBOR.
Rates which have been designed to replace LIBOR in the market must have the following features:
There is no such thing as a riskless financial instrument. Every investment must have a certain probability of occurrence of a risk. When we talk of risk-free rates, we mean that there are virtually zero risks. The investor has little or no interest payments to cushion a fall.
The following table highlights the differences between the RFRs, which will replace LIBOR across various jurisdictions.
$$ \begin{array}{c|c|c} \textbf{Jurisdiction} & \textbf{Alternative RFR} & \textbf{Key features} \\ \hline \textbf{US} & {\text{Secured Overnight} \\ \text{Financing Rate (SOFR)} } & {\text{Secured} \\ \text{Fully transaction-based} \\ \text{Cleared} } \\ \hline \textbf{UK} & {\text{Reformed Sterling} \\ \text{Overnight Index Average} \\ \text{(SONIA)} } & {\text{Fully transaction-based} \\ \text{Cleared} \\ {} } \\ \hline \textbf{Eurozone} &{\text{Euro Short-Term Rate} \\ \text{(ESTER)} } & {\text{Fully transaction-based} \\ {} }\\ \hline \textbf{Switzerland} & {\text{Swiss Average Rate } \\ \text{Overnight (SARON)} } & {\text{Secured} \\ \text{Cleared} } \\ \hline \textbf{Japan} & {\text{Tokyo Overnight Average } \\ \text{Rate (TONA)} } & {\text{Fully transaction-based} \\ \text{Cleared} } \end{array} $$
The risks inherent in basing risk-free rates on transactions wholesale funding include: