Description of NASDAQ 100 Strategy

The Nasdaq 100 Strategy is a good way to ride the extraordinary momentum of the Nasdaq 100 Index while keeping some protection from market downturns. It is also a great alternative for stock-pickers looking for a rules-based stock selection strategy.

The strategy uses a risk-adjusted momentum algorithm to choose the top four Nasdaq 100 stocks with a variable allocation to treasuries or gold to smooth the equity curve and provide crash protection in bear markets. The strategy combines well with our more conservative strategies, such as the Bond Rotation Strategy or BUG, or with one of our non-U.S. equity strategies such as World Top 4, to form a well balanced portfolio.

The existence of price momentum has been heavily studied and well documented over the years. It reveals itself in assets that have strong absolute performance or performance relative to their peers. Logical Invest has exploited asset class and sector momentum in many of our strategies for years. We have found individual stock momentum tends to be an even stronger force, particularly in the top NASDAQ stocks. When properly identified, it can be capitalized on to provide an investment edge.

During bull markets, and especially "risk off" periods, the strongest NASDAQ stocks typically beat the market handily. However, they can also get ahead of themselves which makes them more vulnerable during "risk on" periods. To manage those challenges, the strategy incorporates several advanced methodologies:

  1. Mean Reversion - Momentum is based on the principle of buying high and selling higher, however, as most investors have experienced, stocks that rise too quickly can also have short-term corrections. The strategy uses a mean reversion component to penalize stocks that rise too much or too fast.
  2. Protection - The strategy allocates a portion to treasuries to balance out the supercharged Nasdaq momentum stocks. This improves risk adjusted returns and moderates strategy drawdowns. The model also allocates more to treasuries if the overall Nasdaq 100 index exhibits momentum weakness.
  3. Intelligent Ranking - Our algorithms ensures we get the right blend of stocks that work well together and have an allocation to each individual stock that reflects its volatility in relation to other stocks.
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.

Additionally, the model may allocate some funds to TMF (Direxion 3x leveraged 20-yr Treasury) or to UGLD (VelocityShares 3x Long Gold ETN). This helps mitigate risk during certain market environments.

You may also use one of the alternative versions:

NASDAQ 100 Balanced unhedged Strategy
NASDAQ 100 Leaders Strategy
NASDAQ 100 Low volatility Strategy

Statistics of NASDAQ 100 Strategy (YTD)

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

TotalReturn:

'Total return, when measuring performance, is the actual rate of return of an investment or a pool of investments over a given evaluation period. Total return includes interest, capital gains, dividends and distributions realized over a given period of time. Total return accounts for two categories of return: income including interest paid by fixed-income investments, distributions or dividends and capital appreciation, representing the change in the market price of an asset.'

Using this definition on our asset we see for example:
  • Looking at the total return, or performance of 145.3% in the last 5 years of NASDAQ 100 Strategy, we see it is relatively higher, thus better in comparison to the benchmark SPY (81.7%)
  • Compared with SPY (54.7%) in the period of the last 3 years, the total return, or performance of 96.3% is greater, thus better.

CAGR:

'The compound annual growth rate isn't a true return rate, but rather a representational figure. It is essentially a number that describes the rate at which an investment would have grown if it had grown the same rate every year and the profits were reinvested at the end of each year. In reality, this sort of performance is unlikely. However, CAGR can be used to smooth returns so that they may be more easily understood when compared to alternative investments.'

Applying this definition to our asset in some examples:
  • Compared with the benchmark SPY (12.7%) in the period of the last 5 years, the compounded annual growth rate (CAGR) of 19.7% of NASDAQ 100 Strategy is higher, thus better.
  • Looking at annual performance (CAGR) in of 25.2% in the period of the last 3 years, we see it is relatively greater, thus better in comparison to SPY (15.6%).

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:
  • The volatility over 5 years of NASDAQ 100 Strategy is 8.5%, which is smaller, thus better compared to the benchmark SPY (13.3%) in the same period.
  • Looking at historical 30 days volatility in of 8.5% in the period of the last 3 years, we see it is relatively lower, thus better in comparison to SPY (12.8%).

DownVol:

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

Using this definition on our asset we see for example:
  • Compared with the benchmark SPY (14.8%) in the period of the last 5 years, the downside risk of 9.4% of NASDAQ 100 Strategy is lower, thus better.
  • Looking at downside volatility in of 9.5% in the period of the last 3 years, we see it is relatively lower, thus better in comparison to SPY (14.8%).

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:
  • Looking at the risk / return profile (Sharpe) of 2.03 in the last 5 years of NASDAQ 100 Strategy, we see it is relatively greater, thus better in comparison to the benchmark SPY (0.76)
  • During the last 3 years, the risk / return profile (Sharpe) is 2.67, which is greater, thus better than the value of 1.03 from the benchmark.

Sortino:

'The Sortino ratio improves upon the Sharpe ratio by isolating downside volatility from total volatility by dividing excess return by the downside deviation. The Sortino ratio is a variation of the Sharpe ratio that differentiates harmful volatility from total overall volatility by using the asset's standard deviation of negative asset returns, called downside deviation. The Sortino ratio takes the asset's return and subtracts the risk-free rate, and then divides that amount by the asset's downside deviation. The ratio was named after Frank A. Sortino.'

Which means for our asset as example:
  • Compared with the benchmark SPY (0.69) in the period of the last 5 years, the excess return divided by the downside deviation of 1.83 of NASDAQ 100 Strategy is higher, thus better.
  • Compared with SPY (0.89) in the period of the last 3 years, the downside risk / excess return profile of 2.38 is greater, thus better.

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:
  • The Ulcer Ratio over 5 years of NASDAQ 100 Strategy is 1.92 , which is smaller, thus better compared to the benchmark SPY (3.97 ) in the same period.
  • During the last 3 years, the Ulcer Ratio is 1.49 , which is lower, thus better than the value of 4.09 from the benchmark.

MaxDD:

'Maximum drawdown measures the loss in any losing period during a fund’s investment record. It is defined as the percent retrenchment from a fund’s peak value to the fund’s valley value. The drawdown is in effect from the time the fund’s retrenchment begins until a new fund high is reached. The maximum drawdown encompasses both the period from the fund’s peak to the fund’s valley (length), and the time from the fund’s valley to a new fund high (recovery). It measures the largest percentage drawdown that has occurred in any fund’s data record.'

Applying this definition to our asset in some examples:
  • Looking at the maximum drop from peak to valley of -6.6 days in the last 5 years of NASDAQ 100 Strategy, we see it is relatively higher, thus better in comparison to the benchmark SPY (-19.3 days)
  • During the last 3 years, the maximum DrawDown is -6.3 days, which is greater, thus better than the value of -19.3 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:
  • The maximum days below previous high over 5 years of NASDAQ 100 Strategy is 137 days, which is smaller, thus better compared to the benchmark SPY (187 days) in the same period.
  • Looking at maximum days below previous high in of 93 days in the period of the last 3 years, we see it is relatively lower, thus better in comparison to SPY (139 days).

AveDuration:

'The Average Drawdown Duration is an extension of the Maximum Drawdown. However, this metric does not explain the drawdown in dollars or percentages, rather in days, weeks, or months. 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.'

Which means for our asset as example:
  • Looking at the average days below previous high of 29 days in the last 5 years of NASDAQ 100 Strategy, we see it is relatively lower, thus better in comparison to the benchmark SPY (42 days)
  • Compared with SPY (37 days) in the period of the last 3 years, the average days below previous high of 20 days is lower, thus better.

Performance of NASDAQ 100 Strategy (YTD)

Historical returns have been extended using synthetic data.

Allocations of NASDAQ 100 Strategy
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Allocations

Returns of NASDAQ 100 Strategy (%)

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