New Developments in Statistical Information Theory Based on Entropy and Divergence Measures

New Developments in Statistical Information Theory Based on Entropy and Divergence Measures

This book presents new and original research in Statistical Information Theory, based on minimum divergence estimators and test statistics, from a theoretical and applied point of view, for different statistical problems with special emphasis on efficiency and robustness. Divergence statistics, base...

Full description

Bibliographic Details
Format: eBook
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2019
Subjects:
?-divergence
2-alternating capacities
association models
asymptotic normality
asymptotic property
Bayesian nonparametric
Bayesian semi-parametric
Berstein von Mises theorem
bootstrap distribution estimator
Bregman divergence
Bregman information
centroid
Chernoff Stein lemma
composite hypotheses
composite likelihood
composite minimum density power divergence estimator
compressed data
consistency
correlation models
corrupted data
divergence
divergence based testing
divergence measure
efficiency
general linear model
generalized linear model
generalized renyi entropy
goodness-of-fit
Hellinger distance
Hölder divergence
hypothesis testing
indoor localization
influence function
information geometry
iterated limits
Kullback-Leibler distance
least-favorable hypotheses
local-polynomial regression
location-scale family
log-linear models
logarithmic super divergence
maximum composite likelihood estimator
measurement errors
minimum disparity methods
minimum divergence inference
minimum divergence methods
minimum penalized ?-divergence estimator
misspecified hypothesis and alternative
mixture index of fit
MM algorithm
model assessment
model check
n/a
Neyman Pearson test
non-quadratic distance
nonparametric test
ordinal classification variables
quasi-likelihood
relative entropy
relative error estimation
representation formula
robust
robust estimation
robust testing
robustness
semiparametric model
single index model
sparse
statistical distance
thematic quality assessment
total variation
two-sample test
Wald statistic
Wald test statistic
Wald-type test
Wald-type test statistics
Online Access:Open Access: DOAB: description of the publication
Open Access: DOAB, download the publication

Internet

Open Access: DOAB: description of the publication
Open Access: DOAB, download the publication

Similar Items