Using Inductive Reasoning to Identify Options Trading Opportunities


While it is tempting to look for narrative information that the market may have missed, it is likely that the key factors that could have a material impact on a publicly traded company’s valuation have already been taken into account. As such, the most effective way to assess a stock’s forward momentum may be to frame market behaviors using the Markov property.

Under Markov, the future state of a system depends only on its current state. Colloquially, this simply means that probabilities are influenced by context. For example, in professional football, a 20-yard field goal is practically considered a guarantee of three points. However, when you factor in snow, crosswinds and playoff pressure, the calculus suddenly changes quite dramatically.

Over the past few months, I have exclusively analyzed stocks based on an inductive model supported by Markovian logic. Essentially, the idea is that a title never falls within the scope of a strictly neutral state. Instead, it fits into a particular context and, based on that configuration, certain outcomes are more likely to materialize than others.

If a stock has already experienced heavy selling in previous sessions, this context will almost surely have a different impact in the future than if the same stock had previously enjoyed a long series of gains. For lack of a better phrase, actions have a “memory” of the immediate past – and this memory can then influence future behavior.

Of course, the philosophical criticism of induction is that there is no evidence that repeated trials of particular events are guaranteed to materialize in the same way in the future. This is particularly the risk with the market, where exogenous factors can easily disrupt the most reasoned analysis.

Yet the operational point is that humans are creatures of habit. As such, the belief is that repeated trials can create behavioral gravity wells from which we could potentially benefit.

Salesforce (CRM) may be off to a rocky start this year, but red ink might just prompt a contrarian stance. Since the beginning of January, CRM stock is down nearly 14%. Over the past 52 weeks, security has dropped about 32%. Unsurprisingly, the Barchart Technical Sentiment Indicator rates stocks at 56%, indicating a weakening near-term outlook.



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