Decomposition of cumulative chi-squared statistics, with some new tools for their interpretation

L D'Ambra, P Amenta, A D'Ambra - Statistical Methods & Applications, 2018 - Springer
It is well known that the Pearson statistic χ^ 2 χ 2 can perform poorly in studying the
association between ordinal categorical variables. Taguchi's and Hirotsu's statistics have …

An extension of correspondence analysis based on the multiple Taguchi's index to evaluate the relationships between three categorical variables graphically: an …

A D'Ambra, P Amenta - Annals of Operations Research, 2023 - Springer
The aim of this paper is to evaluate the relationships between three categorical variables, of
which at least one is ordinal, from a graphical point of view and using also inferential tools …

Weighted cumulative correspondence analysis based on a particular cumulative power divergence family

A D'Ambra, G Meccariello, L Della Ragione - Annals of Operations …, 2022 - Springer
The Pearson's X 2 statistic and the likelihood ratio statistic G 2 are most frequently used for
testing independence or homogeneity, in two-way contingency table. These indexes are …

Some uses of orthogonal polynomials in statistical inference

I Barranco‐Chamorro… - Computational and …, 2021 - Wiley Online Library
Every random variable (rv) X (or random vector) with finite moments generates a set of
orthogonal polynomials, which can be used to obtain properties related to the distribution of …

Cumulative correspondence analysis using orthogonal polynomials

A D'Ambra - Communications in Statistics-Theory and Methods, 2017 - Taylor & Francis
Taguchi's statistic has long been known to be a more appropriate measure of association of
the dependence for ordinal variables compared to the Pearson chi-squared statistic …

Measures of association and visualization of log odds ratio structure for a two way contingency table

P Sarnacchiaro, L D'Ambra… - Australian & New …, 2015 - Wiley Online Library
The odds ratio (OR) is a measure of association used for analysing an I× J contingency
table. The total number of ORs to check grows with I and J. Several statistical methods have …

The association in two-way ordinal contingency tables through global odds ratios

I Camminatiello, A D'Ambra, L D'Ambra - METRON, 2022 - Springer
Hirotsu's statistic is a suitable measure for studying the association between two variables
on an ordinal scale. For visualizing the nature of the association, such a statistic can be …

Dimensionality reduction methods for contingency tables with ordinal variables

L D'Ambra, P Amenta, A D'Ambra - … : SIS 2016, Salerno, Italy, June 8-10, 2018 - Springer
Several extensions of correspondence analysis have been introduced in literature coping
with the possible ordinal structure of the variables. They usually obtain a graphical …

Orthogonal polynomials generated by random vectors

CS Withers, S Nadarajah - Communications in Statistics-Theory …, 2017 - Taylor & Francis
Every random q-vector with finite moments generates a set of orthonormal polynomials.
These are generated from the basis functions xn= xn 11… x nq q using Gram–Schmidt …

Partial cumulative correspondence analysis

P Amenta, A D'Ambra, A Lucadamo - Annals of Operations Research, 2022 - Springer
Partial correspondence analysis (Yanai, in: Diday, Escoufier, Lebart, Pagès, Schektman,
Thomassone (eds) Data analysis and informatics IV, North-Holland, Amsterdam, pp 193 …