Description

The NASDAQ 100 is a sub-strategy.

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:

'Total return is the amount of value an investor earns from a security over a specific period, typically one year, when all distributions are reinvested. Total return is expressed as a percentage of the amount invested. For example, a total return of 20% means the security increased by 20% of its original value due to a price increase, distribution of dividends (if a stock), coupons (if a bond) or capital gains (if a fund). Total return is a strong measure of an investment’s overall performance.'

Using this definition on our asset we see for example:
  • Compared with the benchmark QQQ (129.5%) in the period of the last 5 years, the total return of 145.4% of NASDAQ 100 Low Volatility Sub-strategy is larger, thus better.
  • During the last 3 years, the total return is 4.2%, which is lower, thus worse than the value of 71.9% from the benchmark.

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.'

Using this definition on our asset we see for example:
  • The annual return (CAGR) over 5 years of NASDAQ 100 Low Volatility Sub-strategy is 19.7%, which is higher, thus better compared to the benchmark QQQ (18.1%) in the same period.
  • Compared with QQQ (19.9%) in the period of the last 3 years, the annual performance (CAGR) of 1.4% is smaller, thus worse.

Volatility:

'Volatility is a rate at which the price of a security increases or decreases for a given set of returns. Volatility is measured by calculating the standard deviation of the annualized returns over a given period of time. It shows the range to which the price of a security may increase or decrease. Volatility measures the risk of a security. It is used in option pricing formula to gauge the fluctuations in the returns of the underlying assets. Volatility indicates the pricing behavior of the security and helps estimate the fluctuations that may happen in a short period of time.'

Which means for our asset as example:
  • The 30 days standard deviation over 5 years of NASDAQ 100 Low Volatility Sub-strategy is 16.2%, which is smaller, thus better compared to the benchmark QQQ (23.6%) in the same period.
  • Compared with QQQ (23.3%) in the period of the last 3 years, the volatility of 14.6% is lower, thus better.

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:
  • Compared with the benchmark QQQ (16.5%) in the period of the last 5 years, the downside deviation of 10.5% of NASDAQ 100 Low Volatility Sub-strategy is lower, thus better.
  • During the last 3 years, the downside risk is 10.4%, which is lower, thus better than the value of 15.7% from the benchmark.

Sharpe:

'The Sharpe ratio is the measure of risk-adjusted return of a financial portfolio. Sharpe ratio is a measure of excess portfolio return over the risk-free rate relative to its standard deviation. Normally, the 90-day Treasury bill rate is taken as the proxy for risk-free rate. A portfolio with a higher Sharpe ratio is considered superior relative to its peers. The measure was named after William F Sharpe, a Nobel laureate and professor of finance, emeritus at Stanford University.'

Which means for our asset as example:
  • Looking at the Sharpe Ratio of 1.06 in the last 5 years of NASDAQ 100 Low Volatility Sub-strategy, we see it is relatively higher, thus better in comparison to the benchmark QQQ (0.66)
  • Compared with QQQ (0.75) in the period of the last 3 years, the risk / return profile (Sharpe) of -0.08 is lower, thus worse.

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.'

Using this definition on our asset we see for example:
  • Compared with the benchmark QQQ (0.95) in the period of the last 5 years, the ratio of annual return and downside deviation of 1.64 of NASDAQ 100 Low Volatility Sub-strategy is higher, thus better.
  • Compared with QQQ (1.1) in the period of the last 3 years, the downside risk / excess return profile of -0.11 is smaller, thus worse.

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.'

Using this definition on our asset we see for example:
  • The Ulcer Ratio over 5 years of NASDAQ 100 Low Volatility Sub-strategy is 5.41 , which is smaller, thus better compared to the benchmark QQQ (14 ) in the same period.
  • Compared with QQQ (8.09 ) in the period of the last 3 years, the Downside risk index of 6.51 is lower, thus better.

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:
  • The maximum reduction from previous high over 5 years of NASDAQ 100 Low Volatility Sub-strategy is -13.6 days, which is larger, thus better compared to the benchmark QQQ (-35.1 days) in the same period.
  • Looking at maximum drop from peak to valley in of -13.6 days in the period of the last 3 years, we see it is relatively greater, thus better in comparison to QQQ (-22.8 days).

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 Low Volatility Sub-strategy is 273 days, which is smaller, thus better compared to the benchmark QQQ (493 days) in the same period.
  • Compared with QQQ (190 days) in the period of the last 3 years, the maximum days below previous high of 273 days is higher, thus worse.

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 (121 days) in the period of the last 5 years, the average time in days below previous high water mark of 58 days of NASDAQ 100 Low Volatility Sub-strategy is lower, thus better.
  • Looking at average days below previous high in of 81 days in the period of the last 3 years, we see it is relatively greater, thus worse in comparison to QQQ (46 days).

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 Low Volatility 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.