catalina garcia
Universidad de Granada
H-index: 18
Europe-Spain
Top articles of catalina garcia
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Redefined Variance Inflation Factor: Overcoming the Limitations of the Variance Inflation Factor | Computational Economics | Román Salmerón-Gómez Catalina B García-García José García-Pérez | 2024/3/30 |
Practicas en R sobre distribuciones de probabilidad continuas | Catalina García García | 2023 | |
The coefficient of determination in the ridge regression | Communications in statistics-simulation and computation | Ainara Rodríguez Sánchez Román Salmerón Gómez Catalina García | 2022/1/2 |
rvif: Collinearity Detection using Redefined Variance Inflation Factor and Graphical Methods | Román Salmerón Gómez Catalina García García | 2022/12/22 | |
Limitations in Detecting Multicollinearity due to Scaling Issues in the mcvis Package. | R Journal | Roman Salmeron Gomez Catalina B Garcia Garcia Ainara Rodriguez Sanchez Claudia Garcia Garcia | 2022/12/1 |
A review of ridge parameter selection: minimization of the mean squared error vs. mitigation of multicollinearity | Catalina García García Roman Salmeron Gomez José García Pérez | 2022/8/5 | |
The multiColl Package Versus Other Existing Packages in R to Detect Multicollinearity | Román Salmerón Gómez Catalina B García García José García Pérez | 2022/8/1 | |
multiColl: Collinearity Detection in a Multiple Linear Regression Model | Román Salmerón Gómez Catalina García García | 2022/7/21 | |
A guide to using the r package “multicoll” for detecting multicollinearity | Computational Economics | Román Salmerón-Gómez Catalina García-García José García-Pérez | 2021/2 |
Analysis of the condition number in the raise regression | Communications in Statistics-Theory and Methods | AF Roldán López de Hierro C García R Salmerón | 2021/11/11 |
Confronting collinearity in environmental regression models: evidence from world data | Statistical Methods & Applications | Claudia García-García Catalina B García-García Román Salmerón | 2021/9 |
MultiColl package and other packages to detect multicollinearity in R | arXiv preprint arXiv:2107.03077 | Román Salmerón CB García J García | 2021/7/7 |
Obtaining a threshold for the stewart index and its extension to ridge regression | Computational Statistics | Ainara Rodríguez Sánchez Román Salmerón Gómez Catalina García García | 2021/6 |
The Raise Regression: Justification, properties and application | arXiv preprint arXiv:2104.14423 | Román Salmerón Gómez Catalina García García José García Pérez | 2021/4/29 |
Overcoming the inconsistences of the variance inflation factor: A redefined VIF and a test to detect statistical troubling multicollinearity | arXiv preprint arXiv:2005.02245 | Román Salmerón Catalina García José García | 2020/5/5 |
The VIF and MSE in raise regression | Mathematics | Román Salmerón Gómez Ainara Rodríguez Sánchez Catalina García García José García Pérez | 2020/4 |
A geometrical interpretation of collinearity: A natural way to justify ridge regression and its anomalies | International Statistical Review | José García‐Pérez María del Mar López‐Martín Catalina García‐García Román Salmerón‐Gómez | 2020/12 |
Comment on “a note on collinearity diagnostics and centering” by velilla (2018) | The American Statistician | Román Salmerón Gómez Catalina García García Jose García Pérez | 2020/1/2 |
Residualization: justification, properties and application | Journal of Applied Statistics | Catalina B García Román Salmerón Claudia García José García | 2020/8/17 |
Raise regression: Types of raising and mean square error | José García Pérez Catalina Beatriz García García Román Salmerón Gómez | 2020 |
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