[图书][B] Statistical inference based on divergence measures
L Pardo - 2018 - taylorfrancis.com
The idea of using functionals of Information Theory, such as entropies or divergences, in
statistical inference is not new. However, in spite of the fact that divergence statistics have …
statistical inference is not new. However, in spite of the fact that divergence statistics have …
[图书][B] Statistical inference: the minimum distance approach
In many ways, estimation by an appropriate minimum distance method is one of the most
natural ideas in statistics. However, there are many different ways of constructing an …
natural ideas in statistics. However, there are many different ways of constructing an …
Karl Pearson chi-square test the dawn of statistical inference
CR Rao - Goodness-of-fit tests and model validity, 2002 - Springer
Abstract Specification or stochastic modeling of data is an important step in statistical
analysis of data. Karl Pearson was the first to recognize this problem and introduce a …
analysis of data. Karl Pearson was the first to recognize this problem and introduce a …
Equivalence Tests for Multinomial Data Based on -Divergences
MV Alba-Fernández, MD Jiménez-Gamero - Trends in Mathematical …, 2022 - Springer
Equivalence tests have received increasing attention in the last years, especially in
experimental applied fields such as Biology, Medicine or Pharmacology. In the statistical …
experimental applied fields such as Biology, Medicine or Pharmacology. In the statistical …
Income distributions and decomposable divergence measures
B Magdalou, R Nock - Journal of Economic Theory, 2011 - Elsevier
Inequality indices evaluate the divergence between the income distribution and the
hypothetical situation where all individuals receive the mean income, and are …
hypothetical situation where all individuals receive the mean income, and are …
On asymptotic properties of information-theoretic divergences
MC Pardo, I Vajda - IEEE Transactions on Information Theory, 2003 - ieeexplore.ieee.org
Mutual asymptotic equivalence is established within three classes of information-theoretic
divergences of discrete probability distributions, namely, f-divergences of Csiszar, f …
divergences of discrete probability distributions, namely, f-divergences of Csiszar, f …
A new approach to the quality control of slope and aspect classes derived from digital elevation models
MV Alba-Fernández, FJ Ariza-López… - Remote Sensing, 2021 - mdpi.com
The usefulness of the parameters (eg, slope, aspect) derived from a Digital Elevation Model
(DEM) is limited by its accuracy. In this paper, a thematic-like quality control (class-based) of …
(DEM) is limited by its accuracy. In this paper, a thematic-like quality control (class-based) of …
Model checking in loglinear models using φ-divergences and MLEs
Consider the loglinear model for categorical data under the assumption of either Poisson,
multinomial, or product-multinomial sampling. We are interested in testing between various …
multinomial, or product-multinomial sampling. We are interested in testing between various …
Minimum Φ-Divergence Estimator and Φ-Divergence Statistics in Generalized Linear Models with Binary Data
JA Pardo, MC Pardo - Methodology and Computing in Applied Probability, 2008 - Springer
In this paper, we assume that the data are distributed according to a binomial distribution
whose probabilities follow a generalized linear model. To fit the data the minimum φ …
whose probabilities follow a generalized linear model. To fit the data the minimum φ …
[HTML][HTML] Aplicación de los test de equivalencia al control tipo temático de magnitudes asociadas a un Modelo Digital de Elevaciones
MV Alba-Fernández - Revista cartográfica, 2021 - scielo.org.mx
Este trabajo propone un método de control de calidad de tipo temático (basado en clases)
aplicable a los casos de las pendientes y orientaciones derivadas de Modelos Digitales de …
aplicable a los casos de las pendientes y orientaciones derivadas de Modelos Digitales de …