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Home.forex news reportUsing Inductive Reasoning to Identify Options Trading Opportunities

Using Inductive Reasoning to Identify Options Trading Opportunities

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While it’s tempting to search for narrative insights that the market may have missed, chances are, whatever major drivers that can materially impact a publicly traded company’s valuation has probably already been priced in. As such, the more effective means of assessing the forward dynamics of a security may be to frame the market behaviors using the Markov property.

Under Markov, the future state of a system depends solely on the 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 guaranteed three points. However, if you throw in the context of snow, crosswinds and playoff pressure, suddenly, the calculus changes quite dramatically.

Over the last several months, I have exclusively analyzed securities based on an inductive model underpinned by Markovian logic. Essentially, the idea is that a security never enters the frame under a strictly neutral state. Instead, it enters under a particular context and, based on this setup, certain outcomes are more likely to materialize than others.

If a stock was previously sold off heavily in prior sessions, this context will almost surely have a different impact moving forward than if the same stock had previously enjoyed an extended series of upswings. For lack of a better phrase, stocks have a “memory” of the immediate past — and that memory can then influence future behaviors.

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

Still, the operational point is that humans are creatures of habit. As such, the belief is that repeated trials may create behavioral gravity wells that we may potentially profit from.

Salesforce (CRM) may be off to a rocky start this year but the red ink just might entice a contrarian position. Since the beginning of January, CRM stock is down nearly 14%. Over the past 52 weeks, the security slipped about 32%. Unsurprisingly, the Barchart Technical Opinion indicator rates shares as a 56% Sell, pointing to a weakening short-term outlook.



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