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García García, Catalina Beatriz Author

The Raise Regression: Justification, Properties and Application

  • Gómez, R.S.
  • García, C.G.
  • Pérez, J.G.

INTERNATIONAL STATISTICAL REVIEW - 2024

10.1111/insr.12575

Cite count:

A Redefined Variance Inflation Factor: Overcoming the Limitations of the Variance Inflation Factor

  • Salmeron-Gomez, Roman
  • Garcia-Garcia, Catalina B.
  • Garcia-Perez, Jose

COMPUTATIONAL ECONOMICS - 2024

10.1007/s10614-024-10575-8

Cite count: 2 (Web of Science)

A review of ridge parameter selection: minimization of the mean squared error vs. mitigation of multicollinearity

  • Garcia Garcia, Catalina
  • Salmeron Gomez, Roman
  • Garcia Perez, Jose

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION - 2/8/2024

10.1080/03610918.2022.2110594

Cite count: 6 (Web of Science) 5 (Scopus)
  • JCR Quartile: Q4 (2022)
  • JCR Impact Factor: 0.9 (2022)
  • Category normalized Impact: 0.569 (2024)
  • CiteScore: 2.5 (2023)
  • SJR: 0.44 (2023
  • SNIP: 1.001 (2023
  • JCR 5-year Impact Factor: 1
  • JCR Categories: STATISTICS & PROBABILITY

The <i>multiColl</i> Package Versus Other Existing Packages in R to Detect Multicollinearity

  • Salmerón Gómez R.
  • García C.B.G.
  • Pérez J.G.

COMPUTATIONAL ECONOMICS - 1/8/2022

10.1007/s10614-021-10154-1

Cite count: 6 (Web of Science) 7 (Scopus)
  • JCR Quartile: Q3 (2022)
  • JCR Impact Factor: 1.741 (2023)
  • Category normalized Impact: 0.332 (2022)
  • CiteScore: 3.7 (2022)
  • SJR: 0.47 (2022
  • SNIP: 0.966 (2022
  • JCR 5-year Impact Factor: 1.72
  • JCR Categories: MANAGEMENT

Limitations in Detecting Multicollinearity due to Scaling Issues in the mcvis Package

  • Gomez, Roman Salmeron
  • Garcia, Catalina B. Garcia
  • Sanchez, Ainara Rodriguez
  • Garcia, Claudia Garcia

R JOURNAL - 12/2022

Cite count:
  • JCR Quartile: Q4 (2022)
  • JCR Impact Factor: 2.1 (2022)
  • JCR 5-year Impact Factor: 10.3
  • JCR Categories: STATISTICS & PROBABILITY

The coefficient of determination in the ridge regression

  • Rodríguez Sánchez A.
  • Salmerón Gómez R.
  • García C.

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION - 2/1/2022

10.1080/03610918.2019.1649421

Cite count: 15 (Web of Science) 6 (Scopus)
  • SJR Quartile: Q2
  • JCR Impact Factor: 0.651 (2019)
  • CiteScore: 1.7 (2021)
  • SJR: 0.419 (2021
  • SNIP: 0.929 (2021
  • JCR 5-year Impact Factor: 0.651
  • JCR Categories: STATISTICS & PROBABILITY
  • SJR Categories: Modeling and Simulation (Q2); Statistics and Probability (Q3)

Confronting collinearity in environmental regression models: evidence from world data

  • García-García C.
  • García-García C.B.
  • Salmerón R.

STATISTICAL METHODS AND APPLICATIONS - 1/9/2021

10.1007/s10260-021-00559-5

Cite count:
  • JCR Quartile: Q4 (2021)
  • JCR Impact Factor: 1.174 (2022)
  • CiteScore: 1.4 (2020)
  • SJR: 0.591 (2020
  • SNIP: 1.001 (2020
  • JCR 5-year Impact Factor: 1.076
  • JCR Categories: STATISTICS & PROBABILITY

Obtaining a threshold for the stewart index and its extension to ridge regression

  • Ainara Rodríguez Sánchez
  • Román Salmerón Gómez
  • Catalina García García

COMPUTATIONAL STATISTICS - 20/6/2021

10.1007/s00180-020-01047-2

Cite count: 2 (Web of Science)
  • JCR Quartile: Q4 (2021)
  • JCR Impact Factor: 1 (2022)
  • Category normalized Impact: 0.172 (2021)
  • CiteScore: 1.6 (2020)
  • SJR: 0.494 (2020
  • SNIP: 0.907 (2020
  • JCR 5-year Impact Factor: 1.32
  • JCR Categories: STATISTICS & PROBABILITY

A Guide to Using the R Package "multiColl" for Detecting Multicollinearity

  • Salmeron-Gomez, Roman
  • Garcia-Garcia, Catalina
  • Garcia-Perez, Jose

COMPUTATIONAL ECONOMICS - 8/2/2021

10.1007/s10614-019-09967-y

Cite count: 9 (Web of Science) 2 (Scopus)
  • JCR Quartile: Q2 (2021)
  • JCR Impact Factor: 1.876 (2023)
  • Category normalized Impact: 0.642 (2021)
  • CiteScore: 2.3 (2020)
  • SJR: 0.352 (2020
  • SNIP: 0.891 (2020
  • JCR 5-year Impact Factor: 1.814
  • JCR Categories: MANAGEMENT

Analysis of the condition number in the raise regression

  • de Hierro A.F.R.L.
  • García C.
  • Salmerón R.

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS - 11/11/2021

10.1080/03610926.2020.1740737

Cite count: 2 (Web of Science)
  • JCR Quartile: Q2 (2021)
  • JCR Impact Factor: 0.893 (2022)
  • CiteScore: 1.4 (2020)
  • SJR: 0.47 (2020
  • SNIP: 1.01 (2020
  • JCR 5-year Impact Factor: 0.895
  • JCR Categories: STATISTICS & PROBABILITY

Métodos cuantitativos Catalina García García, Román Salmerón Gómez

Análisis del rendimiento académico mediante técnicas cuantitativas en el marco de la evaluación continua

  • María del Mar López Martín
  • Catalina Beatriz García García
  • Román Salmerón Gómez

Evaluación de la Calidad de la Investigación y de la Educación Superior: libro de resúmenes XIV FECIES - 2017

Cite count:
  • Dialnet

Generación de distribuciones aplicables en ambiente de incertidumbre y en el ámbito financiero

  • María del Mar López Martín
  • Rafael Herrerías Pleguezuelo
  • Catalina Beatriz García García
  • José Ricardo García Pérez

2010

Cite count: 2 (Dialnet)
  • Dialnet

Distribuciones asimétricas en los mercados financieros

  • José García Pérez
  • Catalina Beatriz García García
  • María del Mar López Martín

Anales de economía aplicada 2010 - 2010

Cite count:
  • Dialnet

Métodos cuantitativos: Diplomatura en Ciencias Empresariales

  • Catalina Beatriz García García
  • Román Salmerón Gómez

2009

Nuevas distribuciones en la metodología PERT

  • Catalina Beatriz García García
  • María del Mar López Martín

Anales de economía aplicada 2007 - 2007

Cite count:
  • Dialnet

Una nueva distribución para el tratamiento del riesgo. La distribución biparabólica: un estudio comparado

  • Catalina Beatriz García García
  • José García Pérez
  • José González Sánchez

Anales de economía aplicada 2003 - 2003

Cite count:
  • Dialnet

Valoración polietápica: nuevos desarrollos en el MDFD

  • Salvador Cruz Rambaud
  • Catalina Beatriz García García
  • José García Pérez

Anales de economía aplicada 2003 - 2003

Cite count:
  • Dialnet

Un análisis de las consecuencias del 11 de septiembre sobre el seguro de invernaderos en la provincia de Almería

  • Catalina Beatriz García García
  • Fermín Ortega Ortega
  • Juan Evangelista Trinidad Segovia

Anales de economía aplicada 2003 - 2003

Cite count:
  • Dialnet

Teoría general de valoración: método de las dos funciones de distribución

  • José García Pérez
  • Catalina Beatriz García García

2003

Cite count: 1 (Dialnet)
  • Dialnet

ANALYSING THE INTERACTION BETWEEN THE PIB AND THE EDUCATION TO EXPLAIN THE CO2 EMISSIONS

  • Garcia Garcia, Catalina
  • Garcia Garcia, Claudia
  • Salmeron, Roman
  • Garcia Perez, Gomez-Jose
  • Loster, T
  • Pavelka, T

11TH INTERNATIONAL DAYS OF STATISTICS AND ECONOMICS - 2017

ANALIZING THE DIFFERENCE BETWEEN THE PEER ASSESSMENT AND THE TEACHER ASSESSMENT

  • Garcia Garcia, Catalina B.
  • Garcia Garcia, Claudia
  • del Mar Lopez-Martin, Maria
  • Chova, LG
  • Martinez, AL
  • Torres, IC

9TH INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES (EDULEARN17) - 2017

10.21125/edulearn.2017.0424

Cite count:

A NOTE ABOUT THE PERT CONSTANT VARIANCE ASSUMPTION

  • Garcia Perez, Jose
  • Garcia Garcia, Catalina
  • Lopez Martin, Maria del Mar
  • Loster, T
  • Pavelka, T

11TH INTERNATIONAL DAYS OF STATISTICS AND ECONOMICS - 2017

Cite count: 1 (Web of Science)
  • Category normalized Impact: 1.199 (2017)

ANALYSIS OF STATISTICAL PROBLEMS PROPOSED IN THE SPECIALTY NURSING EXAMINATION

  • del Mar Lopez-Martin, Ma
  • Garcia Garcia, Javier Fernando
  • Carmona Samper, Esther
  • Garcia Garcia, Catalina
  • Chova, LG
  • Martinez, AL
  • Torres, IC
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ICERI2015: 8TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION - 2015

Cite count:

El método de alzado sucesivo y su relación con el método cresta

  • José García Pérez
  • Catalina Beatriz García García
  • María del Mar López Martín
  • Román Salmerón Gómez

Anales de econoḿıa aplicada 2014 - 2014

Cite count:
  • Dialnet
  • ORCID

WHAT FACTORS INFLUENCE ECONOMETRICS SCORE?

  • Salmeron Gomez, R.
  • Lopez Martin, M. M.
  • Garcia Garcia, C. B.
  • Chova, LG
  • Torres, IC
  • Martinez, AL

EDULEARN12: 4TH INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES - 2012

Cite count: 1 (Web of Science)

Innovación en la evalucación en asignaturas de estad́ıstica de enseñanzas técnicas

  • Román Salmerón Gómez
  • Catalina Beatriz García García
  • María del Mar López Martín
  • Ramón Gutiérrez Sánchez

Actas de las I Jornadas sobre Innovación Docente y Adaptación al EEES en las Titulaciones Técnicas - 2010

Cite count:
  • Dialnet
  • ORCID

Making copulas under uncertainty

  • Garcia-Garcia C.
  • Herrerias-Velasco J.
  • Trinidad-Segovia J.

DISTRIBUTION MODELS THEORY - 1/1/2006

10.1142/9789812772992_0002

Cite count: 1 (Web of Science) 1 (Scopus)
  • Category normalized Impact: 0.31 (2006)
  • SJR Categories: Atomic and Molecular Physics, and Optics

This author has no patents.

multiColl package and other packages to detect multicollinearity in R

  • Salmerón, R.
  • García, C.
  • García, J.

arXiv - 2021

  • ORCID

Overcoming the inconsistences of the variance inflation factor: a redefined VIF and a test to detect statistical troubling multicollinearity

  • Salmerón-Gómez, R.
  • García-García, C.B.
  • García-Pérez, J.

arXiv - 2020

  • ORCID

Centered and non-centered variance inflation factor

  • Gómez, R.S.
  • García, C.G.
  • Pérez, J.G.

arXiv - 2019

  • ORCID

multicoll: An r package to detect multicollinearity

  • Salmeron, R.
  • Garcia, C.
  • Garcia, J.

arXiv - 2019

  • ORCID

Scopus: 11

Web of Science: 12

Scopus: 13

Web of Science: 13

Last data update: 11/21/24 1:40 PM
Next scheduled update: 11/23/24 3:00 AM