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Hernando Ombao

Identifiers

  • name variant Hernando Ombao 0.60 · backfill

Papers (27)

  1. Causality as a Minimum Energy Principle q-bio.NC · 2026 · author #6
  2. Forecasting Multivariate Time Series under Predictive Heterogeneity: A Validation-Driven Clustering Framework stat.ME · 2026 · author #3
  3. Filtration-Based Learning of Multiscale Shared Structures for Multiple Functional Predictors stat.ME · 2025 · author #2
  4. Modeling Brain Connectivity with Graphical Models on Frequency Domain stat.AP · 2018 · author #6
  5. Modeling Dependence via Copula of Functionals of Fourier Coefficients stat.ME · 2018 · author #3
  6. Modeling non-linear spectral domain dependence using copulas with applications to rat local field potentials stat.AP · 2018 · author #3
  7. Topological Brain Network Distances stat.AP · 2018 · author #6
  8. Regularized matrix data clustering and its application to image analysis stat.ME · 2018 · author #3
  9. Assessing Health Care Interventions via an Interrupted Time Series Model: Study Power and Design Considerations stat.ME · 2018 · author #4
  10. Adaptive Mantel Test for AssociationTesting in Imaging Genetics Data stat.ME · 2017 · author #2
  11. Coherence-based Time Series Clustering for Brain Connectivity Visualization stat.AP · 2017 · author #3
  12. Fisher information matrix of binary time series math.ST · 2017 · author #2
  13. Modeling Binary Time Series Using Gaussian Processes with Application to Predicting Sleep States stat.ME · 2017 · author #3
  14. Flexible Bayesian Dynamic Modeling of Correlation and Covariance Matrices stat.ME · 2017 · author #5
  15. Statistical Challenges in Modeling Big Brain Signals stat.ME · 2017 · author #6
  16. A Robust Interrupted Time Series Model for Analyzing Complex Healthcare Intervention Data stat.AP · 2017 · author #3
  17. Modeling high dimensional multichannel brain signals stat.AP · 2017 · author #3
  18. Estimating Time-Varying Effective Connectivity in High-Dimensional fMRI Data Using Regime-Switching Factor Models stat.AP · 2017 · author #2
  19. Exploratory Analysis of High Dimensional Time Series with Applications to Multichannel Electroencephalograms stat.AP · 2016 · author #3
  20. Evolutionary State-Space Model and Its Application to Time-Frequency Analysis of Local Field Potentials stat.ME · 2016 · author #5
  21. The Hierarchical Spectral Merger algorithm: A New Time Series Clustering Procedure stat.CO · 2016 · author #2
  22. A Multi-Resolution Spatio-Temporal Model for Brain Activation and Connectivity in fMRI Data stat.AP · 2016 · author #2
  23. Spectral Synchronicity in Brain Signals stat.AP · 2015 · author #2
  24. An Introduction to Applications of Wavelet Benchmarking with Seasonal Adjustment stat.AP · 2014 · author #4
  25. A Semiparametric Bayesian Model for Detecting Synchrony Among Multiple Neurons stat.AP · 2013 · author #4
  26. Covariance of Replicated Modulated Cyclical Time Series stat.ME · 2012 · author #2
  27. The generalized shrinkage estimator for the analysis of functional connectivity of brain signals stat.AP · 2011 · author #2

Mentions

  • 1306.6103 #4 · backfill · confidence 0.70 Hernando Ombao
  • 1206.1955 #2 · backfill · confidence 0.70 Hernando Ombao
  • 1108.3187 #2 · backfill · confidence 0.70 Hernando Ombao

Frequent Coauthors