Quantum mechanics as a calculus for estimation under epistemic restriction
Agung Budiyono
Phys. Rev. A 100, 062102 (2019) - Published 2 December, 2019
Consider a statistical model with an epistemic restriction such that, unlike in classical mechanics, the allowed distribution of positions is fundamentally restricted by the form of an underlying momentum field. Assume an agent (observer) who wishes to estimate the momentum field given information on the conjugate positions. We discuss a classically consistent, weakly unbiased, best estimation scheme for the momentum field (by minimizing the mean-squared error) based on which the abstract mathematical rules of quantum mechanics can be derived. The results suggest that a quantum wave function is not an objective agent-independent attribute of reality but represents the agent's best estimations of the momentum, given the positions, under epistemic restriction. Quantum uncertainty and complementarity between momentum and position find their epistemic origin from the trade-off between the mean-squared errors of simultaneous estimations of momentum field and mean position, with the Gaussian wave function representing the simultaneous efficient estimations, achieving the Cramér-Rao bounds of the associated mean-squared errors. We then argue that unitary time evolution and wave-function collapse in measurement are normative rules for an agent to update her estimations given information on the experimental settings.