Differential Geometrical Theory of Statistics
by Frederic Barbaresco, Frank Nielsen (eds)
Publisher: MDPI AG 2017
ISBN/ASIN: 3038424242
ISBN-13: 9783038424242
Number of pages: 474
Description:
Contents: Geometric Thermodynamics of Jean-Marie Souriau; Koszul-Vinberg Model of Hessian Information Geometry; Divergence Geometry and Information Geometry; Density of Probability on manifold and metric space; Statistics on Paths and on Riemannian Manifolds; Entropy and Complexity in Linguistic.
Download or read it online for free here:
Download link
(13MB, PDF)
Similar books
Learning Statistics with Rby Daniel Navarro - University of Adelaide
This is an introductory statistics textbook pitched primarily at psychology students. It covers the standard topics of such a book: study design, descriptive statistics, the theory of hypothesis testing, t-tests, X2 tests, ANOVA and regression.
(6064 views)
Everything you wanted to know about Data Analysis and Fittingby Peter Young - arXiv
These notes discuss, in a style intended for physicists, how to average data and fit it to some functional form. I try to make clear what is being calculated, what assumptions are being made, and to give a derivation of results.
(5312 views)
Causal Inferenceby Miguel A. Hernan, James M. Robins - Chapman & Hall/CRC
The book provides a cohesive presentation of concepts of, and methods for, causal inference. It will be of interest to anyone interested in causal inference, e.g., epidemiologists, statisticians, psychologists, economists, sociologists, and others.
(3422 views)
Bayesian Methods for Statistical Analysisby Borek Puza - ANU Press
A book on statistical methods for analysing a wide variety of data. Topics: bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical models, finite population inference, biased sampling and nonignorable nonresponse, etc.
(1647 views)