← All authors Román Salmerón Gómez Universidad de Granada (from arXiv:1905.12293, 2019) · ORCID · OpenAlex
38 papers in scope · 37 published · 1 on the econ.EM arXiv · 1,030 citations · h-index 14 (over the papers listed here)
Papers (1 of 38)
Enlarging of the Sample to Address Multicollinearity
published 2025 · Computational Economics · 4 citations · first circulated 2024
with Catalina Beatriz García García, Ainara Rodríguez Sánchez
The Raise Regression: Justification, Properties and Application
published 2024 · International Statistical Review · 3 citations · first circulated 2021
with Catalina Beatriz García García, José Ignacio García Pérez, José García Pérez
A Redefined Variance Inflation Factor: Overcoming the Limitations of the Variance Inflation Factor
published 2024 · Computational Economics · 62 citations
with Catalina Beatriz García García, José Ignacio García Pérez
Limitations in Detecting Multicollinearity due to Scaling Issues in the mcvis Package
published 2023 · The R Journal
with Catalina Beatriz García García, Ainara Rodriguez Sanchez, Claudia Garcia Garcia
A review of ridge parameter selection: minimization of the mean squared error vs. mitigation of multicollinearity
published 2022 · Communications in Statistics - Simulation and Computation · 22 citations
with Catalina Beatriz García García, José García Pérez
The multiColl Package Versus Other Existing Packages in R to Detect Multicollinearity
published 2021 · Computational Economics · 16 citations
with Catalina Beatriz García García, José García Pérez
Confronting collinearity in environmental regression models: evidence from world data
published 2021 · Statistical Methods & Applications · 5 citations
with Claudia García-García, Catalina Beatriz García García, Catalina B. García-García
Obtaining a threshold for the stewart index and its extension to ridge regression
published 2020 · Computational Statistics · 3 citations
with Ainara Rodríguez Sánchez, Catalina Beatriz García García
Detection of Near-Nulticollinearity through Centered and Noncentered Regression
published 2020 · Mathematics · 12 citations
with Catalina Beatriz García García, José García Pérez
A Geometrical Interpretation of Collinearity: A Natural Way to Justify Ridge Regression and Its Anomalies
published 2020 · International Statistical Review · 10 citations
with José Ignacio García Pérez, María del Mar López-Martín, Catalina Beatriz García García
The VIF and MSE in Raise Regression
published 2020 · Mathematics · 80 citations
with Ainara Rodríguez Sánchez, Catalina Beatriz García García, José García Pérez
A Guide to Using the R Package “multiColl” for Detecting Multicollinearity
published 2020 · Computational Economics · 21 citations
with Catalina Beatriz García García, José Ignacio García Pérez
Residualization: justification, properties and application
published 2019 · Journal of Applied Statistics · 58 citations
with Catalina Beatriz García García, Claudia García, José García García
The coefficient of determination in the ridge regression
published 2019 · Communications in Statistics - Simulation and Computation · 5 citations
with Ainara Rodríguez Sánchez, Catalina Beatriz García García
Diagnosis and quantification of the non-essential collinearity
published 2019 · Computational Statistics · 39 citations
with Ainara Rodríguez Sánchez, Catalina Beatriz García García
Comment on “A Note on Collinearity Diagnostics and Centering” by Velilla (2018)
published 2019 · The American Statistician · 5 citations
with Catalina Beatriz García García, José García Pérez
Environmental Efficiency And Technological Readiness. An Evidence From Eu-28./Eficiencia Medioambiental Y Disponibilidad O Disposición Tecnológica. Una Evidencia De La Ue
published 2019 · Studies of Applied Economics
with Claudia García García, Catalina Beatriz García García
working paper 2019 · arXiv · 1 citations
About the limits of raise regression to reduce condition number when three explanatory variables are involved
published 2018 · Revista Electrónica de Comunicaciones y Trabajos de ASEPUMA · 2 citations
with Antonio Francisco Roldán López de Hierro, Catalina Beatriz García García
Choice of the ridge factor from the correlation matrix determinant
published 2018 · Journal of Statistical Computation and Simulation · 18 citations
with Claudia García García, Catalina Beatriz García García
A Multicriteria Selection System Based on Player Performance: Case Study—The Spanish ACB Basketball League
published 2018 · Group Decision and Negotiation · 13 citations
with Víctor Blanco, Samuel Gómez Haro
A Bayesian asymmetric logistic model of factors underlying team success in top‐level basketball in Spain
published 2018 · Statistica Neerlandica · 6 citations
with José María Pérez Sánchez, Francisco M. Ocaña-Peinado
Variance Inflation Factor and Condition Number in multiple linear regression
published 2018 · Journal of Statistical Computation and Simulation · 323 citations
with Catalina Beatriz García García, José García García
Locating hyperplanes to fitting set of points: A general framework
published 2018 · Computers & Operations Research · 22 citations
with Víctor Blanco, Justo Puerto
Métodos cuantitativos para un modelo de regresión lineal con multicolinealidad. Aplicación a rendimientos de letras del tesoro // Quantitative Methods for a Linear Regression Model with Multicollinearity. Application to Yields of Treasury Bills
published 2017 · Revista de Métodos Cuantitativos para la Economía y la Empresa · 6 citations
with Eduardo Rodríguez Martínez
Transformation of variables and the condition number in ridge estimation
published 2017 · Computational Statistics · 19 citations
with José García García, Catalina Beatriz García García, María del Mar López-Martín
On the Selection of the Ridge and Raise Factors
published 2017 · Indian Journal of Science and Technology · 4 citations
with Catalina Beatriz García García, José García Pérez, María del Mar López-Martín
The raise estimator estimation, inference, and properties
published 2016 · Communication in Statistics-Theory and Methods · 18 citations
with Catalina Beatriz García García, José García García, María del Mar López-Martín
Collinearity diagnostic applied in ridge estimation through the variance inflation factor
published 2016 · Journal of Applied Statistics · 183 citations
with José García Pérez, María del Mar López-Martín, Catalina Beatriz García García
Treatment of collinearity through orthogonal regression: an economic application
published 2016 · BEIO, Boletín de Estadística e Investigación Operativa · 7 citations
with José García Cantos, Catalina Beatriz García García, Claudia García Ancira
no link
El problema de un tamaño muestral pequeño en la regresion lineal: Micronumerosidad
published 2016 · Rect@: Revista Electrónica de Comunicaciones y Trabajos de ASEPUMA · 1 citations
with Víctor Blanco Izquierdo
no link
Regresión alzada y el número de condición: algunos problemas
published 2016 · Anales de ASEPUMA
with Catalina Beatriz García García, José García Pérez, María del Mar López-Martín
no link
Micronumerosidad aproximada y regresión lineal múltiple
published 2016 · Anales de ASEPUMA
with Víctor Blanco Izquierdo, Catalina Beatriz García García
no link
Recovering performance in the short term after coach succession in Spanish basketball organisations
published 2015 · Coaching An International Journal of Theory Research and Practice · 3 citations
with Samuel Gómez Haro
Standardization of Variables and Collinearity Diagnostic in Ridge Regression
published 2015 · International Statistical Review · 53 citations
with José García García, Catalina Beatriz García García, María del Mar López-Martín
Life cycles or longer tenures? a performance and employment duration model for Spanish basketball coaches
published 2015 · Coaching An International Journal of Theory Research and Practice · 6 citations
with Samuel Gómez Haro
Functional Statistical Time Series Analysis of the Dividend Policy of Spanish Companies
published 2011 · Aestimatio The IEB International Journal of Finance
with M. D. Ruiz-Medina
no link
Implementing the SEM algorithm in ARH(1) models: Asymptotic covariance operator of the functional parameters
published 2009 · XXXI Congreso Nacional de Estadística e Investigación Operativa ; V Jornadas de Estadística Pública: Murcia, 10-13 de febrero de 2009 : Libro de Actas, 2009, ISBN 978-84-691-8159-1
with M. D. Ruiz-Medina
no link
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