Description

The NASDAQ 100 leaders is a sub-strategy that uses proprietary risk-adjusted momentum to pick the most appropriate 4 NASDAQ 100 stocks. It is part for the Nasdaq 100 hedged strategy where it is combined with a variable hedge.

Methodology & Assets

The model chooses four individual stocks from the NASDAQ 100 stock index. So depending on what stocks are in the NASDAQ 100, the stock rotation formula might include the new ones.

Statistics (YTD)

What do these metrics mean? [Read More] [Hide]

TotalReturn:

'The total return on a portfolio of investments takes into account not only the capital appreciation on the portfolio, but also the income received on the portfolio. The income typically consists of interest, dividends, and securities lending fees. This contrasts with the price return, which takes into account only the capital gain on an investment.'

Using this definition on our asset we see for example:
  • Compared with the benchmark QQQ (162.2%) in the period of the last 5 years, the total return, or increase in value of 567.5% of NASDAQ 100 Leaders Sub-strategy is greater, thus better.
  • Compared with QQQ (34.8%) in the period of the last 3 years, the total return, or performance of 34.9% is larger, thus better.

CAGR:

'The compound annual growth rate (CAGR) is a useful measure of growth over multiple time periods. It can be thought of as the growth rate that gets you from the initial investment value to the ending investment value if you assume that the investment has been compounding over the time period.'

Applying this definition to our asset in some examples:
  • Compared with the benchmark QQQ (21.3%) in the period of the last 5 years, the annual return (CAGR) of 46.3% of NASDAQ 100 Leaders Sub-strategy is larger, thus better.
  • Looking at annual performance (CAGR) in of 10.5% in the period of the last 3 years, we see it is relatively higher, thus better in comparison to QQQ (10.5%).

Volatility:

'Volatility is a statistical measure of the dispersion of returns for a given security or market index. Volatility can either be measured by using the standard deviation or variance between returns from that same security or market index. Commonly, the higher the volatility, the riskier the security. In the securities markets, volatility is often associated with big swings in either direction. For example, when the stock market rises and falls more than one percent over a sustained period of time, it is called a 'volatile' market.'

Using this definition on our asset we see for example:
  • Compared with the benchmark QQQ (25.5%) in the period of the last 5 years, the 30 days standard deviation of 37.7% of NASDAQ 100 Leaders Sub-strategy is higher, thus worse.
  • During the last 3 years, the historical 30 days volatility is 30.8%, which is higher, thus worse than the value of 23.8% from the benchmark.

DownVol:

'The downside volatility is similar to the volatility, or standard deviation, but only takes losing/negative periods into account.'

Applying this definition to our asset in some examples:
  • The downside volatility over 5 years of NASDAQ 100 Leaders Sub-strategy is 25.6%, which is higher, thus worse compared to the benchmark QQQ (18%) in the same period.
  • During the last 3 years, the downside risk is 21.3%, which is higher, thus worse than the value of 16.7% from the benchmark.

Sharpe:

'The Sharpe ratio (also known as the Sharpe index, the Sharpe measure, and the reward-to-variability ratio) is a way to examine the performance of an investment by adjusting for its risk. The ratio measures the excess return (or risk premium) per unit of deviation in an investment asset or a trading strategy, typically referred to as risk, named after William F. Sharpe.'

Which means for our asset as example:
  • The ratio of return and volatility (Sharpe) over 5 years of NASDAQ 100 Leaders Sub-strategy is 1.16, which is greater, thus better compared to the benchmark QQQ (0.74) in the same period.
  • Compared with QQQ (0.34) in the period of the last 3 years, the ratio of return and volatility (Sharpe) of 0.26 is lower, thus worse.

Sortino:

'The Sortino ratio measures the risk-adjusted return of an investment asset, portfolio, or strategy. It is a modification of the Sharpe ratio but penalizes only those returns falling below a user-specified target or required rate of return, while the Sharpe ratio penalizes both upside and downside volatility equally. Though both ratios measure an investment's risk-adjusted return, they do so in significantly different ways that will frequently lead to differing conclusions as to the true nature of the investment's return-generating efficiency. The Sortino ratio is used as a way to compare the risk-adjusted performance of programs with differing risk and return profiles. In general, risk-adjusted returns seek to normalize the risk across programs and then see which has the higher return unit per risk.'

Using this definition on our asset we see for example:
  • Looking at the ratio of annual return and downside deviation of 1.71 in the last 5 years of NASDAQ 100 Leaders Sub-strategy, we see it is relatively larger, thus better in comparison to the benchmark QQQ (1.04)
  • During the last 3 years, the ratio of annual return and downside deviation is 0.38, which is lower, thus worse than the value of 0.48 from the benchmark.

Ulcer:

'Ulcer Index is a method for measuring investment risk that addresses the real concerns of investors, unlike the widely used standard deviation of return. UI is a measure of the depth and duration of drawdowns in prices from earlier highs. Using Ulcer Index instead of standard deviation can lead to very different conclusions about investment risk and risk-adjusted return, especially when evaluating strategies that seek to avoid major declines in portfolio value (market timing, dynamic asset allocation, hedge funds, etc.). The Ulcer Index was originally developed in 1987. Since then, it has been widely recognized and adopted by the investment community. According to Nelson Freeburg, editor of Formula Research, Ulcer Index is “perhaps the most fully realized statistical portrait of risk there is.'

Which means for our asset as example:
  • Compared with the benchmark QQQ (14 ) in the period of the last 5 years, the Ulcer Ratio of 22 of NASDAQ 100 Leaders Sub-strategy is greater, thus worse.
  • During the last 3 years, the Ulcer Ratio is 21 , which is greater, thus worse than the value of 17 from the benchmark.

MaxDD:

'A maximum drawdown is the maximum loss from a peak to a trough of a portfolio, before a new peak is attained. Maximum Drawdown is an indicator of downside risk over a specified time period. It can be used both as a stand-alone measure or as an input into other metrics such as 'Return over Maximum Drawdown' and the Calmar Ratio. Maximum Drawdown is expressed in percentage terms.'

Using this definition on our asset we see for example:
  • Compared with the benchmark QQQ (-35.1 days) in the period of the last 5 years, the maximum reduction from previous high of -45.1 days of NASDAQ 100 Leaders Sub-strategy is lower, thus worse.
  • During the last 3 years, the maximum drop from peak to valley is -40.7 days, which is lower, thus worse than the value of -35.1 days from the benchmark.

MaxDuration:

'The Drawdown Duration is the length of any peak to peak period, or the time between new equity highs. The Max Drawdown Duration is the worst (the maximum/longest) amount of time an investment has seen between peaks (equity highs). Many assume Max DD Duration is the length of time between new highs during which the Max DD (magnitude) occurred. But that isn’t always the case. The Max DD duration is the longest time between peaks, period. So it could be the time when the program also had its biggest peak to valley loss (and usually is, because the program needs a long time to recover from the largest loss), but it doesn’t have to be'

Which means for our asset as example:
  • Compared with the benchmark QQQ (493 days) in the period of the last 5 years, the maximum time in days below previous high water mark of 507 days of NASDAQ 100 Leaders Sub-strategy is higher, thus worse.
  • During the last 3 years, the maximum time in days below previous high water mark is 465 days, which is lower, thus better than the value of 493 days from the benchmark.

AveDuration:

'The Drawdown Duration is the length of any peak to peak period, or the time between new equity highs. The Avg Drawdown Duration is the average amount of time an investment has seen between peaks (equity highs), or in other terms the average of time under water of all drawdowns. So in contrast to the Maximum duration it does not measure only one drawdown event but calculates the average of all.'

Applying this definition to our asset in some examples:
  • Compared with the benchmark QQQ (122 days) in the period of the last 5 years, the average days below previous high of 137 days of NASDAQ 100 Leaders Sub-strategy is higher, thus worse.
  • Compared with QQQ (179 days) in the period of the last 3 years, the average days below previous high of 165 days is lower, thus better.

Performance (YTD)

Historical returns have been extended using synthetic data.

Allocations ()

Allocations

Returns (%)

  • Note that yearly returns do not equal the sum of monthly returns due to compounding.
  • Performance results of NASDAQ 100 Leaders Sub-strategy are hypothetical and do not account for slippage, fees or taxes.
  • Results may be based on backtesting, which has many inherent limitations, some of which are described in our Terms of Use.