Transversality Conditions for Geodesics on the Statistical Manifold of Multivariate Gaussian Distributions.
Trevor HerntierAdrian M. PeterPublished in: Entropy (2022)
Keyphrases
- statistical methods
- gaussian distribution
- statistical tests
- statistical analysis
- multivariate gaussian
- riemannian metric
- covariance matrices
- shape space
- statistical models
- geodesic distance
- expectation maximization
- geometric structure
- fisher information
- gaussian mixture model
- maximum likelihood
- covariance matrix
- kl divergence
- high dimensional
- maximum likelihood estimation
- vector field
- information geometry
- multi variate
- shape representation
- shape analysis
- parameter space
- finite dimensional
- infinite dimensional
- shape model