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Bayesian Inverse Quantum Theory
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An Example: Regression
Contents
Inverse quantum statistics
Subsections
The likelihood model of quantum theory
Measurements in quantum theory
Likelihood in the canonical ensemble
Maximum likelihood approximation
Prior models for potentials
The need for
a priori
information
Gaussian processes and smooth potentials
Approximate symmetries
Mixtures of Gaussian process priors
Average energy
Maximum posterior approximation
Numerical case studies in inverse quantum statistics
Approximately periodic potentials
Inverse two-body problems
Classical approximation
Joerg_Lemm 2000-06-06
