Catalina Beatriz García García
Statistics and Probability · 2012–2020
A researcher in the Science corpus: 6 papers; trusts 30 researchers and is trusted by 5 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 41 citations into it; #8,609 of 12,932 by trust here, #8,740 by citations
- Applied Mathematics — 10 citations into it
- Optimization & Training — 8 citations into it
- Artificial Intelligence — 6 citations into it
- Management Science and Operations Research — 6 citations into it
Whom Catalina Beatriz García García trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert M. O’Brien
- Lawrence M. Leemis
- Feng-Jenq Lin
- Silvia L. P. Ferrari
- R. C. Hill
- S. Ejaz Ahmed
- Robert Tibshirani
- José García
- Francisco Cribari‐Neto
- Patrícia Leone Espinheira
Who trusts Catalina Beatriz García García overall
Papers from Catalina Beatriz García García's perspective
Ordered by how strongly the researchers Catalina Beatriz García García trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression analysis of variates observed on (0, 1): percentages, proportions and fractions
- Beta Regression for Modelling Rates and Proportions
- On beta regression residuals
- Regression Shrinkage and Selection via the Lasso
- Ridge Regression: Applications to Nonorthogonal Problems
- A better lemon squeezer? Maximum-likelihood regression with beta-distributed dependent variables. (Psychological methods)
- 计量经济分析 = Econometric analysis
- Applied Linear Statistical Models
- A Caution Regarding Rules of Thumb for Variance Inflation Factors
- The problem of near-multicollinearity revisited: erratic vs systematic volatility
Their papers
- A New Robust Regression Model for Proportions (2012) — 116 citations
- Standardization of Variables and Collinearity Diagnostic in Ridge Regression (2016) — 51 citations
- Collinearity: revisiting the variance inflation factor in ridge regression (2015) — 231 citations
- The VIF and MSE in Raise Regression (2020) — 78 citations
- Variance Inflation Factor and Condition Number in multiple linear regression (2018) — 296 citations
- Collinearity diagnostic applied in ridge estimation through the variance inflation factor (2016) — 175 citations