Fisher information metric

GPTKB entity

Statements (21)
Predicate Object
gptkbp:instanceOf gptkb:mathematical_concept
gptkb:Riemannian_manifold
gptkbp:appliesTo gptkb:statistical_manifold
gptkbp:category differential geometry
statistics
gptkbp:describes curvature of statistical models
gptkbp:field gptkb:information_geometry
statistics
gptkbp:form second derivative of log-likelihood
https://www.w3.org/2000/01/rdf-schema#label Fisher information metric
gptkbp:introducedIn 1920s
gptkbp:namedAfter gptkb:Ronald_Fisher
gptkbp:provides natural distance on statistical models
gptkbp:relatedTo gptkb:Fisher_information
gptkb:Kullback–Leibler_divergence
gptkbp:usedFor measuring distinguishability of probability distributions
gptkbp:usedIn gptkb:machine_learning
statistical inference
parameter estimation
gptkbp:bfsParent gptkb:information_geometry
gptkbp:bfsLayer 6