Does an inverted yield curve mean fall in the stock market?
The markets have turned volatile since the start of this month and are giving a wild swing on both sides on daily basis. Every analyst worth his salt is trying to predict the future course of market applying his own judgement and experience. One of the leading indicators that have not been used widely in India, is ‘inverted yield curve’. This piece of data helps to predict an economic slowdown, which ultimately impacts the stock market. In the American market, this indicator has been able to predict all the recession in the last five decade.
The basic finance premise is that the yield on long-term bonds should be greater than short-term bonds. This is because as an investor you expect a lower return when your money is tied up for a shorter period. However, you need a higher yield when your money is tied for a long-term. Accordingly, the yield on 10-year bonds should be greater than one-year bonds. Nevertheless, there are cases when the bond yields of shorter duration are greater than the longer duration bonds. This happens when the investor has little confidence in the economy. Therefore, he starts investing in short-term duration bonds as he expects the value of the short-term bills to fall sometime in the future because apex banks usually lower the repo rate, which is tracked by small duration bonds.
In the Indian context, the inverted yield curve has not been a very good predictor, however, once it enters into a negative territory we see equity markets too start falling. In our analysis of last 15 years data, we found four instances (2008, 2011, 2013 and 2015) where the difference between long-term and short-term yield has turned negative and markets too have given negative return during that period.
There is a statistically significant negative correlation between leading indices such as Nifty or Sensex and difference between 10-year bond yield and 1-year bond yield. What this means is that as the difference between yield gets narrower and narrower, chances of equity indices sliding increases. Even the regression analysis shows that 12 per cent of fall in equity indices is explained by fall in the difference between 10-year and 1-year bond yield.
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)
Currently, the difference is getting narrower but nowhere near '0' hence we do not see an imminent fall in the market. Nevertheless, the difference has started narrowing. In this condition, as a mutual fund investor, you should re-balance your portfolio and shift some amount of long-term debt fund to short-term debt funds.