Splitting a Bounded First Variation into a Square-Integrable Potential Force and a Finite Free Fisher Information
lemmaAnalysisProbabilitylem:confined-score-splitting-line-2026aFor a confining potential V and an atomless measure of finite logarithmic energy, if the first variation of V minus a multiple of the logarithmic energy is bounded in , then V' is square-integrable and the measure has finite free Fisher information.
In the setting of Square-Integrable Vector Fields Against a Probability Measure on Euclidean Space, and Test Functions: Standing Notation, in dimension , with the identifications, the test functions , their derivatives and the difference quotients of One-Dimensional Test Functions: Scalars, Derivatives, and the Difference Quotient of the Derivative. The set is that of The Logarithmic Energy of a Probability Measure on the Real Line §energy, and the set of measures of finite free Fisher information is that of that definition. Let be a confining potential, with derivative , let be positive, and let be such that is -integrable.
1. (Integrable force)¶ is -integrable, so that for every the function is -integrable, being bounded by One-Dimensional Test Functions: Scalars, Derivatives, and the Difference Quotient of the Derivative §derivatives.
2. (Splitting)¶ Suppose that there is a nonnegative with
Then , so that has a class in , and .
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