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Citations per year
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Cited by
All
Since 2020
Citations
47
47
h-index
3
3
i10-index
1
1
0
22
11
2021
2022
2023
2024
5
8
21
13
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Rosember Guerra-Urzola
Tilburg University
Verified email at tilburguniversity.edu -
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Data Science
Computational Statistics
Machine Learning
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Year
A guide for sparse pca: Model comparison and applications
R Guerra-Urzola, K Van Deun, JC Vera, K Sijtsma
psychometrika 86 (4), 893-919
, 2021
38
2021
Sparsifying the least-squares approach to PCA: comparison of lasso and cardinality constraint
R Guerra-Urzola, NC de Schipper, A Tonne, K Sijtsma, JC Vera, ...
Advances in Data Analysis and Classification 17 (1), 269-286
, 2023
6
2023
Optimal portfolio choice: a minimum expected loss approach
A Ramírez-Hassan, R Guerra-Urzola
Mathematics and Financial Economics 14 (1), 97-120
, 2020
3
2020
Jack of All Trades, Master of None: The Trade-offs in Sparse PCA Methods for Diverse Purposes
R Guerra-Urzola
Tilburg University
, 2023
2023
Bayesian treatment effects due to a subsidized health program: the case of preventive health care utilization in Medellín (Colombia)
A Ramírez–Hassan, R Guerra–Urzola
Empirical Economics 60 (3), 1477-1506
, 2021
2021
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