A Quant Playbook for Tech’s Hidden Gems

A Quant Playbook for Tech’s Hidden Gems

A Quant Playbook for Tech’s Hidden Gems

Given enough data points, every stock will have a natural drift — the range of price activity which the target security gravitates toward over a period of time. However, trading based on this drift can be a maddening exercise because of the myriad directions the market can take. Further, determining a specific outcome from the aggregate of all pricing behaviors is a fool’s errand.

That’s where the quantitative approach comes to the rescue. Rather than trying to decipher the randomness of share prices, I instead developed a sequencing logic, somewhat similar to Morse code but for Wall Street. Essentially, the idea is to group securities into behavioral states consisting of 10 weeks each. From there, it’s easier to map out a decision-tree logic to determine how a market responds to different behavioral states.

What’s really interesting for me are the quantitative signals that potentially tip off when a sentiment reversal might occur. You’ve heard the adage of buy low and sell high? With this sequencing logic, we’re going to try to do just that.

The main difference is that rather than relying exclusively on opinions and gut feelings, we’re going to use empirical data. So, without further ado, below are compelling discounts that may appeal to contrarian speculators.

A global leader and innovator in the enterprise collaboration and workflow software space, Atlassian Corp (TEAM) would seem at first glance to be one of the more relevant entities in the post-pandemic work environment. However, TEAM stock is one of the clear laggards in the tech space, losing 30.54% since the beginning of this year.

Unsurprisingly, the Barchart Technical Opinion indicator rates Atlassian as a 96% Strong Sell. However, quantitative-minded traders may want to give TEAM stock another look.

In the past 10 weeks, the balance of accumulative sessions favored the bulls, six to four. Despite this greater number of up weeks, the overall trajectory of TEAM stock was negative. This sequence — which can be classified as 6-4-D — is a rare phenomenon, having only flashed 12 times on a rolling basis since January 2019.

Interestingly, though, of the times that the signal has materialized on the charts, TEAM stock has found itself in positive territory seven times at the end of the next 10-week period. While this figure should be taken with a grain of salt given the length of time involved, the upside success ratio is potentially at 58.3%.

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