Taiwan Semiconductor: A Stock with Promising Fundamentals

While Taiwan Semiconductor (TSM) stock has seen its fair share of ups and downs, the underlying fundamentals of the company remain strong. The stock’s foundry business, which provides advanced artificial-intelligence hardware to the global market, has been a significant contributor to its growth. Despite a recent dip of around 11% since the end of June, many investors remain optimistic about TSM stock’s future prospects.

Technical Indicators Suggest a Strong Buy

According to the Barchart Technical Opinion indicator, TSM stock is rated as a 72% Strong Buy. This suggests that despite the near-term choppiness, the overall picture for TSM stock appears enticing. Additionally, Wall Street analysts have a mean price target of $512.69, which is a 12-month consensus view that is considered quite reasonable.

A Case for TSM Stock Reaching $450 in September

For those who are feeling aggressive, there may be a case for Taiwan Semi stock reaching $450 next month. Specifically, I’m looking at the 440/450 bull call spread expiring Sep. 18. For this trade to be fully profitable, TSM stock must rise through the $450 strike at expiration, which would trigger the maximum payout of 156.41%.

Theoretical Probability of Success

The Street has issued a probability of only 35.2% that the above call spread will break even. This means that the potential failure rate is 64.8%. However, when we dig deeper into the odds of success for the above Sep. 18 440/450 bull spread, the math gets even starker. If we reverse engineer the implications of TSM’s Expected Move calculator, we can effectively create a probability distribution screener. Under this framework, the chance that TSM stock can trigger the $450 strike at expiration is only 29.01%.

Nonrandom Walk: A Theoretical Framework

What if TSM stock were to undergo a nonrandom walk? The equities market is reflexive, and forward results fluctuate based on shifting circumstances. My theory is that order flow balance may trigger nonrandom reflexivity, thus allowing us to study prior trends to estimate forward trajectory. In the case of TSM stock, the ticker printed only four up weeks over the last 10 weeks, yet the overall slope across the period was positive. This 4-6-U quantitative sequence suggests a structural contrarianism that may be exploited ahead of time.

Inductive Analysis: A Trading Strategy

One mechanism to trade Taiwan Semi stock is through inductive analysis. By collecting the number of times the 4-6-U signal has materialized over a given period, we can then estimate what the median outcome may be over the future defined period. What we should discover is a variance between the control group (baseline) and the test group (signal). The basis for why I believe that TSM stock may reach $450 on Sep. 18 is that whenever the aforementioned signal has flashed in the charts, the median endpoint at week 5 is a price level just shy of $450.

Conclusion

While the case for TSM stock reaching $450 in September is compelling, it’s essential to exercise extreme caution and robust risk management. The future is unknown, and everybody is operating on presuppositions. What’s a presup? It’s an assumption or a belief that is not based on empirical evidence. In the case of Taiwan Semi stock, the underlying assumption is that the ticker will undergo a random walk from now until the expiration date. However, what if TSM stock were to undergo a nonrandom walk? It’s possible that Taiwan Semiconductor could be favorably mispriced, and that’s the gambit here.