Statistical Theory Through Differential Geometry
This thesis will take a look at the roots of modern-day information geometry and some applications into statistical modeling. In order to truly grasp this field, we will first provide a basic and relevant introduction to differential geometry. This includes the basic concepts of manifolds as well as...
Main Author: | Lu, Adonis |
---|---|
Format: | Others |
Published: |
Scholarship @ Claremont
2019
|
Subjects: | |
Online Access: | https://scholarship.claremont.edu/cmc_theses/2181 https://scholarship.claremont.edu/cgi/viewcontent.cgi?article=3264&context=cmc_theses |
Similar Items
-
Time series exponential models: theory and methods
by: Holan, Scott Harold
Published: (2004) -
Differential Geometry From Elastic Curves to Willmore Surfaces
Published: (2024) -
Examples of the Application of Nonparametric Information Geometry to Statistical Physics
by: Giovanni Pistone
Published: (2013-09-01) -
Functional Differential Geometry
by: Sussman, Gerald Jay
Published: (2013) -
Interpretation and Application of Elements of Differential Geometry and Lie Theory
by: Brannan, James R.
Published: (1976)