Input-Output Indeterminacy in Investment Analysis, Market Activity Screening, and Classification Discipline

The central dilemma of investment theory is that no deterministic causal relationship exists between analytical inputs and profit-loss outputs, yet the investor cannot bypass analytical frameworks to access results directly. Starting from this fundamental contradiction, this essay proposes market activity as the primary screening indicator, establishes a binary classification discipline for stock selection, discusses the application of various technical standards within this framework, and introduces the problem of false breakout filtration as the next critical challenge. (Read More)