Smart Beta Strategy Return Analysis

The best part about StockViz Investment Themes is that you can setup a portfolio of stocks that follows a particular strategy. It is a convenient way for you to:

  1. stick to a strategy
  2. follow a preset rebalancing schedule
  3. think in terms of your portfolio strategy rather than individual stocks
  4. avoid common behavioral pitfalls
  5. systematically track your P&L and strategy performance

In StockViz, there are two smart-beta themes: Market Fliers tracks a high-volatility and high-beta portfolio while Market Elephants tracks a low-beta portfolio. Between the two strategies and the Nifty, what should an investor prefer?

Daily Returns

In a bull-market, such as the one we are in, it makes sense to be in a high-beta portfolio. Notice how narrow the low-beta histogram is compared to high-beta, indicating little variation in day-to-day returns. However, you cannot escape the gigantic 10%+ outlier in the Market Fliers.

Nifty

nifty-returns-histogram

High Beta (Market Fliers)

high-beta-returns-histogram

Low Beta (Market Elephants)

low-beta-returns-histogram

Drawdowns

Any investment will have drawdowns: it is the peak-to-trough decline during a specific period. Market fliers had a horrible couple of months in December-Jan where it saw a jaw-dropping 20% draw-down that took 29 days to recover from.

Nifty

From Trough To Depth Length To Trough Recovery
2013-Dec-10 2014-Feb-04 2014-Mar-06 -0.057 61 40 21
2013-Nov-05 2013-Nov-13 2013-Dec-09 -0.0519 24 7 17
2014-Apr-25 2014-May-07 2014-May-09 -0.0275 10 8 2
2014-Apr-11 2014-Apr-16 2014-Apr-21 -0.0178 5 3 2
2014-Apr-03 2014-Apr-04 2014-Apr-09 -0.0086 4 2 2

High Beta (Market Fliers)

From Trough To Depth Length To Trough Recovery
2013-Dec-09 2014-Feb-12 2014-Mar-27 -0.1955 75 46 29
2013-Nov-05 2013-Nov-12 2013-Dec-08 -0.1083 22 5 17
2014-Apr-10 2014-Apr-15 2014-May-11 -0.0751 18 3 15
2014-Apr-02 2014-Apr-02 2014-Apr-08 -0.0215 4 1 3
2014-Mar-31 2014-Mar-31 2014-Apr-01 -0.0092 2 1 1

Low Beta (Market Elephants)

From Trough To Depth Length To Trough Recovery
2014-Jan-15 2014-Feb-12 2014-Feb-27 -0.0427 31 21 10
2013-Nov-04 2013-Nov-25 2013-Dec-02 -0.0338 19 14 5
2014-Apr-24 2014-May-06 2014-May-21 -0.0309 19 8 11
2013-Dec-03 2013-Dec-12 2013-Dec-15 -0.024 8 7 1
2013-Dec-29 2014-Jan-06 2014-Jan-13 -0.0219 12 7 5

Performance

The wealth chart for market filers is basically a parabola at this point. During the period, the Nifty clocked in +19.26%, Market Fliers +72.42% and Market Elephants +21.16%

Nifty

nifty-returns

High Beta (Market Fliers)

high-beta-returns

Low Beta (Market Elephants)

low-beta-returns

Performance vs. Drawdown

How do you tell if these Themes are better than the Nifty? One way to measure relative performance is through the Calmar ratio and the Sterling ratio.

The Calmar ratio is a comparison of the average annual compounded rate of return and the maximum drawdown risk. The lower the Calmar Ratio, the worse the investment performed on a risk-adjusted basis over the specified time period; the higher the Calmar Ratio, the better it performed.

The Sterling ratio = Compounded Annual Return ÷ (Avg. Max Drawdown – 10%)

Just like the Calmar ratio, a higher Sterling ratio is generally better because it means that the investment is receiving a higher return relative to risk.

Calmar Ratio Sterling Ratio
Nifty 6.487609 2.35644
Market Fliers 8.720311 5.768798
Market Elephants 9.828884 2.942523

As you can see, smart beta strategies beat the Nifty both in absolute returns and in risk.

 
 
Note: The analysis starts from 2013-Oct-28.
 
 

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