Start with observation
Market information arrives from different sources and on different time scales. Prices and transactions describe trading activity; events and news provide context. Research begins by understanding what each input represents, when it was produced and whether it can be compared consistently.
More information does not automatically produce better decisions. Consistent definitions, timestamps and attention to missing data provide the basis for analysis.
Test the interpretation
A signal is a hypothesis to be examined. Research considers the conditions in which it appears, how long it persists and whether it remains relevant as the environment changes. Different perspectives can reveal different explanations for the same observation.
Models are research tools. Interpreting their outputs, understanding their boundaries and revisiting their assumptions are all part of systematic judgment.
Connect execution and feedback
A decision must also account for risk constraints and execution conditions. Waiting or deferring action can be a considered outcome.
Execution supplies new observations for research. Reviewing differences between a decision and its actual execution connects inquiry, action and feedback in an ongoing process.