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García García, Catalina Beatriz Author

Open Access

The VIF and MSE in Raise Regression

  • Román Salmerón
  • Ainara Rodríguez-Sánchez
  • catalina garcia
  • José García Pérez

Mathematics - 1/04/2020

10.3390/math8040605

Cite count: 22 (Web of Science) 30 (Scopus)
  • JCR Quartile: Q1 (2020)
  • JCR Impact Factor: 2.258 (2022)
  • Category normalized Impact: 4.317 (2020)
  • CiteScore: 2.2 (2020)
  • SJR: 0.495 (2020
  • SNIP: 1.29 (2020
  • JCR 5-year Impact Factor: 2.165
  • JCR Categories: MATHEMATICS

Diagnosis and quantification of the non-essential collinearity

  • Salmeron-Gomez, Roman
  • Rodriguez-Sanchez, Ainara
  • Garcia-Garcia, Catalina

COMPUTATIONAL STATISTICS - 4/10/2019

10.1007/s00180-019-00922-x

Cite count: 11 (Web of Science) 5 (Scopus)
  • SJR Quartile: Q2
  • JCR Impact Factor: 0.744 (2019)
  • CiteScore: 1.6 (2020)
  • SJR: 0.494 (2020
  • SNIP: 0.907 (2020
  • JCR 5-year Impact Factor: 0.96
  • JCR Categories: STATISTICS & PROBABILITY
  • SJR Categories: Computational Mathematics (Q2); Statistics and Probability (Q3); Statistics, Probability and Uncertainty (Q3)

Comment on “An extended STIRPAT model-based methodology for evaluating the driving forces affecting carbon emissions in existing public building sector: evidence from China in 2000–2015” by Ma et al. (2017)

  • García C.
  • Gómez R.
  • García J.

Natural Hazards - 1/10/2019

10.1007/s11069-019-03750-w

Cite count: 1 (Web of Science) 1 (Scopus)
  • JCR Quartile: Q2 (2019)
  • SJR Quartile: Q1
  • JCR Impact Factor: 2.427 (2022)
  • Category normalized Impact: 0.248 (2019)
  • CiteScore: 5.5 (2022)
  • SJR: 0.814 (2019
  • SNIP: 1.274 (2019
  • JCR 5-year Impact Factor: 2.799
  • JCR Categories: METEOROLOGY & ATMOSPHERIC SCIENCES
  • SJR Categories: Earth and Planetary Sciences (miscellaneous) (Q1); Water Science and Technology (Q1); Atmospheric Science (Q2)
Open Access

Environmental efficiency and technological readiness. An evidence from EU-28,Eficiencia medioambiental y disponibilidad o disposiciÓn tecnolÓgica. Una evidencia de la ue

  • García C.G.
  • García García C.B.
  • Gómez R.S.

Estudios de Economia Aplicada - 1/1/2019

10.25115/eea.v37i1.2576

Cite count:
  • CiteScore: 0.5 (2020)

Residualization: justification, properties and application

  • Garcia, Catalina B.
  • Salmeron, Roman
  • Garcia, Claudia
  • Garcia, Jose

JOURNAL OF APPLIED STATISTICS - 1/1/2019

10.1080/02664763.2019.1701638 View source

Cite count: 16 (Web of Science) 16 (Scopus)
  • JCR Quartile: Q3 (2019)
  • SJR Quartile: Q3
  • JCR Impact Factor: 1.031 (2022)
  • Category normalized Impact: 1.519 (2019)
  • CiteScore: 2.8 (2022)
  • SJR: 0.509 (2020
  • SNIP: 0.851 (2020
  • JCR 5-year Impact Factor: 1.013
  • JCR Categories: STATISTICS & PROBABILITY
  • SJR Categories: Statistics and Probability (Q3); Statistics, Probability and Uncertainty (Q3)

The coefficient of determination in the ridge regression

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

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION - 1/1/2019

10.1080/03610918.2019.1649421

Cite count: 12 (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)

Choice of the ridge factor from the correlation matrix determinant

  • Garcia, Claudia
  • Salmeron Gomez, Roman
  • Garcia, Catalina B.

Journal of Statistical Computation and Simulation - 22/01/2019

10.1080/00949655.2018.1543423 View source

Cite count: 10 (Web of Science) 6 (Scopus)
  • JCR Quartile: Q4 (2019)
  • SJR Quartile: Q2
  • JCR Impact Factor: 0.918 (2022)
  • Category normalized Impact: 0.886 (2019)
  • CiteScore: 1.9 (2020)
  • SJR: 0.664 (2019
  • SNIP: 1.056 (2019
  • JCR 5-year Impact Factor: 1.058
  • JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
  • SJR Categories: Applied Mathematics (Q2); Modeling and Simulation (Q2); Statistics and Probability (Q2); Statistics, Probability and Uncertainty (Q2)

Transformation of variables and the condition number in ridge estimation

  • Salmerón R.
  • García J.
  • García C.
  • López M.

Computational Statistics - 1/9/2018

10.1007/s00180-017-0769-4

Cite count: 13 (Web of Science) 15 (Scopus)
  • JCR Quartile: Q4 (2018)
  • SJR Quartile: Q2
  • JCR Impact Factor: 0.68 (2022)
  • Category normalized Impact: 1.059 (2018)
  • CiteScore: 2.3 (2022)
  • SJR: 0.632 (2018
  • SNIP: 0.796 (2018
  • JCR 5-year Impact Factor: 1.074
  • JCR Categories: STATISTICS & PROBABILITY
  • SJR Categories: Computational Mathematics (Q2); Statistics and Probability (Q3); Statistics, Probability and Uncertainty (Q3)

Variance Inflation Factor and Condition Number in multiple linear regression

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

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION - 13/8/2018

10.1080/00949655.2018.1463376 View source

Cite count: 140 (Web of Science) 166 (Scopus)
  • JCR Quartile: Q3 (2018)
  • SJR Quartile: Q2
  • JCR Impact Factor: 0.767 (2022)
  • Category normalized Impact: 7.593 (2018)
  • CiteScore: 2.1 (2022)
  • SJR: 0.717 (2018
  • SNIP: 0.909 (2018
  • JCR 5-year Impact Factor: 0.965
  • JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
  • SJR Categories: Applied Mathematics (Q2); Modeling and Simulation (Q2); Statistics and Probability (Q2); Statistics, Probability and Uncertainty (Q2)
Open Access

About the limits of raise regression to reduce condition number when three explanatory variables are involved

  • Antonio Francisco Roldan López de Hierro
  • Román Salmerón Gómez
  • Catalina Beatriz García García

Recta - 1/1/2018

10.24309/recta.2018.19.1.04

Cite count:
  • CiteScore: 0.2 (2020)
  • SJR: 0.101 (2018
  • SNIP: 0.071 (2018

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

International Conference on Education and New Learning Technologies - EDULEARN - 2017

10.21125/edulearn.2017.0424

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

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 factor influence econometrics score?

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

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.

The raise regression: Justification, properties and application

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

arXiv - 2021

  • ORCID

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: 11

Scopus: 13

Web of Science: 13

Last data update: 5/18/24 4:50 AM
Next scheduled update: 5/25/24 3:00 AM