[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 …

[图书][B] Statistical inference: the minimum distance approach

A Basu, H Shioya, C Park - 2011 - books.google.com
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 …

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 …

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 …

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 …

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 …

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 …

Model checking in loglinear models using φ-divergences and MLEs

N Cressie, L Pardo - Journal of statistical planning and inference, 2002 - Elsevier
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 …

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 …

[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 …