García García, Catalina Beatriz Author
Diagnosis and quantification of the non-essential collinearity
- Salmeron-Gomez, Roman
- Rodriguez-Sanchez, Ainara
- Garcia-Garcia, Catalina
COMPUTATIONAL STATISTICS - 4/10/2019
- 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)
Obtaining a threshold for the stewart index and its extension to ridge regression
- Ainara Rodríguez Sánchez
- Román Salmerón Gómez
- Catalina García García
Computational Statistics - 20/06/2021
- 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
- Scopus
- ORCID
- Web of Science
Transformation of variables and the condition number in ridge estimation
- Salmerón R.
- García J.
- García C.
- López M.
Computational Statistics - 1/9/2018
- 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)
- Scopus
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- Web of Science
The multiColl Package Versus Other Existing Packages in R to Detect Multicollinearity
- Salmerón Gómez R.
- García C.B.G.
- Pérez J.G.
Computational Economics - 1/1/2021
- JCR Quartile: Q3 (2021)
- JCR Impact Factor: 1.741 (2022)
- Category normalized Impact: 0.21 (2021)
- CiteScore: 3.7 (2022)
- SJR: 0.47 (2022
- SNIP: 0.966 (2022
- JCR 5-year Impact Factor: 1.72
- JCR Categories: MANAGEMENT
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A Guide to Using the R Package “multiColl” for Detecting Multicollinearity
- Salmeron-Gomez, Roman
- Garcia-Garcia, Catalina
- Garcia-Perez, Jose
Computational Economics - 8/02/2021
- JCR Quartile: Q3 (2021)
- JCR Impact Factor: 1.876 (2022)
- Category normalized Impact: 0.56 (2021)
- CiteScore: 2.3 (2020)
- SJR: 0.352 (2020
- SNIP: 0.891 (2020
- JCR 5-year Impact Factor: 1.814
- JCR Categories: MANAGEMENT
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- Web of Science
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 - 1/1/2020
- JCR Quartile: Q2 (2020)
- 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
- Scopus
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- Web of Science
The raise estimator estimation, inference, and properties
- Salmeron, Roman
- Garcia, Catalina
- Garcia, Jose
- del Mar Lopez, Maria
Communications in Statistics - Theory and Methods - 3/7/2017
10.1080/03610926.2015.1125496 View source
- JCR Quartile: Q4 (2017)
- SJR Quartile: Q3
- JCR Impact Factor: 0.353 (2022)
- Category normalized Impact: 0.53 (2017)
- CiteScore: 1.7 (2022)
- SJR: 0.352 (2017
- SNIP: 0.779 (2017
- JCR 5-year Impact Factor: 0.536
- JCR Categories: STATISTICS & PROBABILITY
- SJR Categories: Statistics and Probability (Q3)
- Scopus
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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 - 2022
- JCR Quartile: Q4 (2022)
- JCR Impact Factor: 0.9 (2022)
- Category normalized Impact: 0.571 (2022)
- JCR 5-year Impact Factor: 1
- 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 - 1/1/2019
- 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)
- Scopus
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Treatment of collinearity through orthogonal regression: An economic application
- Salmerón R.
- García C.
- García J.
Boletin de Estadistica e Investigacion Operativa - 1/11/2016
- SJR Quartile: Q4
- CiteScore: 0.1 (2020)
- SJR: 0.207 (2016
- SNIP: 0.013 (2016
- SJR Categories: Management Science and Operations Research (Q4); Statistics, Probability and Uncertainty (Q4)
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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
- 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
- Dialnet
Nuevas distribuciones en la metodología PERT
- Catalina Beatriz García García
- María del Mar López Martín
Anales de economía aplicada 2007 - 2007
- 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
- Dialnet
Valoración polietápica: nuevos desarrollos en el MDFD
- Salvador Cruz Rambaud
- Catalina Beatriz García García
- José García Pérez
Anales de economía aplicada 2003 - 2003
- 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
- Dialnet
Métodos cuantitativos: Diplomatura en Ciencias Empresariales
- Catalina Beatriz García García
- Román Salmerón Gómez
2009
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
- Dialnet
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
- ORCID
- Web of Science
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
ICERI2015: 8TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION - 2015
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
- ORCID
- Web of Science
Making copulas under uncertainty
- Garcia-Garcia C.
- Herrerias-Velasco J.
- Trinidad-Segovia J.
Distribution Models Theory - 1/1/2006
- Category normalized Impact: 0.31 (2006)
- SJR Categories: Atomic and Molecular Physics, and Optics
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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
- Dialnet
- ORCID
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
- Dialnet
- ORCID
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
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
- Category normalized Impact: 1.199 (2017)
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
h index
Scopus: 11
Web of Science: 11
i10 index
Scopus: 13
Web of Science: 13
Author profiles
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Research projects at UAL
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Acronym P09-SEJ-05404Since: March 11, 2011Until: December 31, 2014Funded by: JUNTAFunding / grant amount: 6,500.00 EURRole: Investigador
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Acronym SEJ2005-25764-ESince: July 5, 2006Until: July 5, 2007Funded by: MECFunding / grant amount: 3,000.00 EURRole: Investigador