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Andrés García-Medina

3 papers hereh-index 24 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • q-fin.ST2
  • stat.ME1
same name
  • Andrés García-Medina — 4 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedTwo-step estimators of high dimensional correlation matrices

7 citations · 11 across the 3 of their papers we have counts for

collaborators

3 papers

q-fin.ST2026

Iterative detection of global factors near the BBP phase transition

Andrés García-Medina

Detecting the number of global factors in high-dimensional correlation matrices is a central problem in multivariate statistics and random matrix theory, with important implication…

q-fin.ST2023★ 4 cited

Random matrix theory and nested clustered portfolios on Mexican markets

Andrés García-Medina, Benito Rodriguéz-Camejo

This work aims to deal with the optimal allocation instability problem of Markowitz's modern portfolio theory in high dimensionality. We propose a combined strategy that considers…

stat.ME2022★ 7 cited

Two-step estimators of high dimensional correlation matrices

Andrés García-Medina, Salvatore Miccichè, Rosario N. Mantegna

We investigate block diagonal and hierarchical nested stochastic multivariate Gaussian models by studying their sample cross-correlation matrix on high dimensions. By performing nu…

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