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Author ID: ombao.hernando-c Recent zbMATH articles by "Ombao, Hernando C."
Published as: Ombao, Hernando; Ombao, Hernando C.; Ombao, H.
all top 5

Co-Authors

3 single-authored
9 von Sachs, Rainer
5 Fortin, Norbert J.
5 Stoffer, David S.
4 Barreto-Souza, Wagner
4 Frostig, Ron D.
4 Gao, Xu
4 Jiao, Shuhao
3 Euán, Carolina
3 Guo, Wensheng
3 Jasra, Ajay
3 Maama, Mohamed
3 Prado, Raquel
3 Raz, Jonathan A.
3 Shahbaba, Babak
2 Chung, Moo K.
2 Embleton, Jonathan
2 Fiecas, Mark B.
2 Gorrostieta, Cristina
2 Guerrero, Matheus B.
2 Ho, Moon-Ho Ringo
2 Kirch, Claudia
2 Knight, Marina I.
2 Piancastelli, Luiza Sette C.
2 Rowe, Daniel B.
2 Shen, Weining
2 Sun, Ying
2 Yu, Cheng-Han
1 Aston, John A. D.
1 Aue, Alexander
1 Auguste, Anna
1 Babak, Shahbaba
1 Badre, David
1 Böhm, Hilmar
1 Bunea, Florentina
1 Castruccio, Stefano
1 Chau, Joris
1 Chen, Chuansheng
1 Chen, Tianbo
1 Dai, Ming
1 Davis, Richard A.
1 Degras, David A.
1 Eckley, Idris A.
1 El Yaagoubi Bourakna, Anass
1 Elias, Gabriel A.
1 Eskandar, Emad N.
1 Fabiani, Monica
1 Fokianos, Konstantinos
1 Fontaine, Charles
1 Freyermuth, Jean-Marc
1 Friel, Nial
1 Fryzlewicz, Piotr
1 Genton, Marc G.
1 Gillen, Daniel L.
1 Granados-Garcia, Guilllermo
1 Gratton, Gabriele
1 Heo, Jungeun
1 Hermosilla, Augusto Y.
1 Holbrook, Andrew J.
1 Hu, Jianhua
1 Huang, Hsiao-Yun
1 Huser, Raphaël
1 Kang, Hakmook
1 Lan, Shiwei
1 Lindquist, Martin A.
1 Linkletter, Crystal
1 Long, Nicole
1 Malow, Beth A.
1 Motta, Giovanni
1 Muhsal, Birte
1 Olhede, Sofia Charlotta
1 Ortega, Joaquín E.
1 Ozaki, Tohru
1 Park, Timothy A.
1 Pasia, Joseph M.
1 Patel, Shaun
1 Pinto, Marco
1 Pluta, Dustin
1 Rykhlevskaia, Elena
1 Sanes, Jerome
1 Schröder, Anna Louise
1 Shao, Xiaofeng
1 Shen, Tong
1 Shumway, Robert H.
1 Strawderman, Robert L.
1 Tadjuidje-Kamgaing, Joseph
1 Thompson, Wesley K.
1 Ting, Chee-Ming
1 Tyler, David E.
1 Van Bellegem, Sébastien
1 Verducci, Joseph Stephen
1 Xue, Gui
1 Yu, Zhaoxia
1 Zhang, Liwen

Publications by Year

Citations contained in zbMATH Open

44 Publications have been cited 417 times in 255 Documents Cited by Year
Slex analysis of multivariate nonstationary time series. Zbl 1117.62407
Ombao, Hernando; Von Sachs, Rainer; Guo, Wensheng
60
2005
Automatic statistical analysis of bivariate nonstationary time series (In memory of Jonathan A. Raz). Zbl 1018.62080
Ombao, Hernando C.; Raz, Jonathan A.; von Sachs, Rainer; Malow, Beth A.
48
2001
Detection of changes in multivariate time series with application to EEG data. Zbl 1378.62072
Kirch, Claudia; Muhsal, Birte; Ombao, Hernando
35
2015
Discrimination and classification of nonstationary time series using the slex model. Zbl 1117.62357
Huang, Hsiao-Yun; Ombao, Hernando; Stoffer, David S.
21
2004
The SLEX model of a non-stationary random process. Zbl 0993.62082
Ombao, Hernando; Raz, Jonathan; von Sachs, Rainer; Guo, Wensheng
21
2002
A simple generalized crossvalidation method of span selection for periodogram smoothing. Zbl 1008.62092
Ombao, Hernando C.; Raz, Jonathan A.; Strawderman, Robert L.; von Sachs, Rainer
19
2001
Smoothing spline ANOVA for time-dependent spectral analysis. Zbl 1040.62082
Guo, Wensheng; Dai, Ming; Ombao, Hernando C.; von Sachs, Rainer
18
2003
Consistent classification of nonstationary time series using stochastic wavelet representations. Zbl 1388.62253
Fryzlewicz, Piotr; Ombao, Hernando
16
2009
The generalized shrinkage estimator for the analysis of functional connectivity of brain signals. Zbl 1232.62147
Fiecas, Mark; Ombao, Hernando
16
2011
Estimating time-evolving partial coherence between signals via multivariate locally stationary wavelet processes. Zbl 1394.94446
Park, Timothy; Eckley, Idris A.; Ombao, Hernando C.
15
2014
Evolutionary coherence of nonstationary signals. Zbl 1390.94344
Ombao, Hernando; Van Bellegem, Sébastien
12
2008
Time-dependent frequency domain principal components analysis of multichannel non-stationary signals. Zbl 1445.62244
Ombao, Hernando; Ho, Moon-Ho Ringo
12
2006
Fresped: frequency-specific change-point detection in epileptic seizure multi-channel EEG data. Zbl 1478.62276
Schröder, Anna Louise; Ombao, Hernando
9
2019
Tree-structured wavelet estimation in a mixed effects model for spectra of replicated time series. Zbl 1392.62282
Freyermuth, Jean-Marc; Ombao, Hernando; von Sachs, Rainer
8
2010
Evolutionary factor analysis of replicated time series. Zbl 1272.62075
Motta, Giovanni; Ombao, Hernando
8
2012
A scalable multi-resolution spatio-temporal model for brain activation and connectivity in fMRI data. Zbl 1414.62435
Castruccio, Stefano; Ombao, Hernando; Genton, Marc G.
7
2018
Evolutionary state-space model and its application to time-frequency analysis of local field potentials. Zbl 1453.62724
Gao, Xu; Shen, Weining; Shahbaba, Babak; Fortin, Norbert J.; Ombao, Hernando
7
2020
Exploring dependence between brain signals in a monkey during learning. Zbl 1281.92012
Gorrostieta, Cristina; Ombao, Hernando; Prado, Raquel; Patel, Shaun; Eskandar, Emad
6
2012
Topological data analysis of single-trial electroencephalographic signals. Zbl 1405.62212
Wang, Yuan; Ombao, Hernando; Chung, Moo K.
6
2018
The hierarchical spectral merger algorithm: a new time series clustering procedure. Zbl 1391.62166
Euán, Carolina; Ombao, Hernando; Ortega, Joaquín
6
2018
Spatio-spectral mixed-effects model for functional magnetic resonance imaging data. Zbl 1261.62061
Kang, Hakmook; Ombao, Hernando; Linkletter, Crystal; Long, Nicole; Badre, David
6
2012
Handbook of neuroimaging data analysis. Zbl 1368.92001
5
2017
Coherence-based time series clustering for statistical inference and visualization of brain connectivity. Zbl 1423.62140
Euán, Carolina; Sun, Ying; Ombao, Hernando
5
2019
Autoregressive processes with data-driven regime switching. Zbl 1224.62061
Kamgaing, Joseph Tadjuidje; Ombao, Hernando; Davis, Richard A.
5
2009
Spatio-spectral analysis of brain signals. Zbl 1151.62071
Ombao, Hernando; Shao, Xiaofeng; Rykhlevskaia, Elena; Fabiani, Monica; Gratton, Gabriele
4
2008
A state-space approach to modelling brain dynamics. Zbl 1079.62111
Ho, Moon-Ho Ringo; Ombao, Hernando; Shumway, Robert
4
2005
Statistical methods and challenges in connectome genetics. Zbl 1463.62333
Pluta, Dustin; Yu, Zhaoxia; Shen, Tong; Chen, Chuansheng; Xue, Gui; Ombao, Hernando
4
2018
Classification of multivariate non-stationary signals: the SLEX-shrinkage approach. Zbl 1233.62128
Böhm, Hilmar; Ombao, Hernando; Von Sachs, Rainer; Sanes, Jerome
4
2010
Time-dependent dual-frequency coherence in multivariate non-stationary time series. Zbl 1434.62187
Gorrostieta, Cristina; Ombao, Hernando; von Sachs, Rainer
3
2019
A Bayesian variable selection approach yields improved detection of brain activation from complex-valued fMRI. Zbl 1409.62230
Yu, Cheng-Han; Prado, Raquel; Ombao, Hernando; Rowe, Daniel
3
2018
Modeling binary time series using Gaussian processes with application to predicting sleep states. Zbl 1422.62219
Gao, Xu; Shahbaba, Babak; Ombao, Hernando
3
2018
Multiscale spectral modelling for nonstationary time series within an ordered multiple-trial experiment. Zbl 1498.62210
Embleton, Jonathan; Knight, Marina I.; Ombao, Hernando
3
2022
Markov-switching state-space models with applications to neuroimaging. Zbl 07561887
Degras, David; Ting, Chee-Ming; Ombao, Hernando
2
2022
Modeling and estimation of covariance of replicated modulated cyclical time series. Zbl 1393.94646
Olhede, Sofia C.; Ombao, Hernando
2
2013
Modeling dependence via copula of functionals of Fourier coefficients. Zbl 1474.62167
Fontaine, Charles; Frostig, Ron D.; Ombao, Hernando
2
2020
Minimax adaptive spectral estimation from an ensemble of signals. Zbl 1373.94548
Bunea, F.; Ombao, H.; Auguste, A.
2
2006
Intrinsic data depth for Hermitian positive definite matrices. Zbl 07499064
Chau, Joris; Ombao, Hernando; von Sachs, Rainer
2
2019
Integer-valued autoregressive processes with prespecified marginal and innovation distributions: a novel perspective. Zbl 1493.62525
Guerrero, Matheus B.; Barreto-Souza, Wagner; Ombao, Hernando
2
2022
Brain waves analysis via a non-parametric Bayesian mixture of autoregressive kernels. Zbl 07561873
Granados-Garcia, Guilllermo; Fiecas, Mark; Babak, Shahbaba; Fortin, Norbert J.; Ombao, Hernando
1
2022
Wavelet testing for a replicate-effect within an ordered multiple-trial experiment. Zbl 07561878
Embleton, Jonathan; Knight, Marina I.; Ombao, Hernando
1
2022
Break point detection for functional covariance. Zbl 07748352
Jiao, Shuhao; Frostig, Ron D.; Ombao, Hernando
1
2023
Online analysis of seismic signals. Zbl 1074.62073
Ombao, Hernando; Heo, Jungeun; Stoffer, David
1
2004
A useful tool for statistical estimation: genetic algorithms. Zbl 1059.62069
Pasia, Joseph M.; Hermosilla, Augusto Y.; Ombao, Hernando
1
2005
Shape-preserving prediction for stationary functional time series. Zbl 1487.37096
Jiao, Shuhao; Ombao, Hernando
1
2021
Break point detection for functional covariance. Zbl 07748352
Jiao, Shuhao; Frostig, Ron D.; Ombao, Hernando
1
2023
Multiscale spectral modelling for nonstationary time series within an ordered multiple-trial experiment. Zbl 1498.62210
Embleton, Jonathan; Knight, Marina I.; Ombao, Hernando
3
2022
Markov-switching state-space models with applications to neuroimaging. Zbl 07561887
Degras, David; Ting, Chee-Ming; Ombao, Hernando
2
2022
Integer-valued autoregressive processes with prespecified marginal and innovation distributions: a novel perspective. Zbl 1493.62525
Guerrero, Matheus B.; Barreto-Souza, Wagner; Ombao, Hernando
2
2022
Brain waves analysis via a non-parametric Bayesian mixture of autoregressive kernels. Zbl 07561873
Granados-Garcia, Guilllermo; Fiecas, Mark; Babak, Shahbaba; Fortin, Norbert J.; Ombao, Hernando
1
2022
Wavelet testing for a replicate-effect within an ordered multiple-trial experiment. Zbl 07561878
Embleton, Jonathan; Knight, Marina I.; Ombao, Hernando
1
2022
Shape-preserving prediction for stationary functional time series. Zbl 1487.37096
Jiao, Shuhao; Ombao, Hernando
1
2021
Evolutionary state-space model and its application to time-frequency analysis of local field potentials. Zbl 1453.62724
Gao, Xu; Shen, Weining; Shahbaba, Babak; Fortin, Norbert J.; Ombao, Hernando
7
2020
Modeling dependence via copula of functionals of Fourier coefficients. Zbl 1474.62167
Fontaine, Charles; Frostig, Ron D.; Ombao, Hernando
2
2020
Fresped: frequency-specific change-point detection in epileptic seizure multi-channel EEG data. Zbl 1478.62276
Schröder, Anna Louise; Ombao, Hernando
9
2019
Coherence-based time series clustering for statistical inference and visualization of brain connectivity. Zbl 1423.62140
Euán, Carolina; Sun, Ying; Ombao, Hernando
5
2019
Time-dependent dual-frequency coherence in multivariate non-stationary time series. Zbl 1434.62187
Gorrostieta, Cristina; Ombao, Hernando; von Sachs, Rainer
3
2019
Intrinsic data depth for Hermitian positive definite matrices. Zbl 07499064
Chau, Joris; Ombao, Hernando; von Sachs, Rainer
2
2019
A scalable multi-resolution spatio-temporal model for brain activation and connectivity in fMRI data. Zbl 1414.62435
Castruccio, Stefano; Ombao, Hernando; Genton, Marc G.
7
2018
Topological data analysis of single-trial electroencephalographic signals. Zbl 1405.62212
Wang, Yuan; Ombao, Hernando; Chung, Moo K.
6
2018
The hierarchical spectral merger algorithm: a new time series clustering procedure. Zbl 1391.62166
Euán, Carolina; Ombao, Hernando; Ortega, Joaquín
6
2018
Statistical methods and challenges in connectome genetics. Zbl 1463.62333
Pluta, Dustin; Yu, Zhaoxia; Shen, Tong; Chen, Chuansheng; Xue, Gui; Ombao, Hernando
4
2018
A Bayesian variable selection approach yields improved detection of brain activation from complex-valued fMRI. Zbl 1409.62230
Yu, Cheng-Han; Prado, Raquel; Ombao, Hernando; Rowe, Daniel
3
2018
Modeling binary time series using Gaussian processes with application to predicting sleep states. Zbl 1422.62219
Gao, Xu; Shahbaba, Babak; Ombao, Hernando
3
2018
Handbook of neuroimaging data analysis. Zbl 1368.92001
5
2017
Detection of changes in multivariate time series with application to EEG data. Zbl 1378.62072
Kirch, Claudia; Muhsal, Birte; Ombao, Hernando
35
2015
Estimating time-evolving partial coherence between signals via multivariate locally stationary wavelet processes. Zbl 1394.94446
Park, Timothy; Eckley, Idris A.; Ombao, Hernando C.
15
2014
Modeling and estimation of covariance of replicated modulated cyclical time series. Zbl 1393.94646
Olhede, Sofia C.; Ombao, Hernando
2
2013
Evolutionary factor analysis of replicated time series. Zbl 1272.62075
Motta, Giovanni; Ombao, Hernando
8
2012
Exploring dependence between brain signals in a monkey during learning. Zbl 1281.92012
Gorrostieta, Cristina; Ombao, Hernando; Prado, Raquel; Patel, Shaun; Eskandar, Emad
6
2012
Spatio-spectral mixed-effects model for functional magnetic resonance imaging data. Zbl 1261.62061
Kang, Hakmook; Ombao, Hernando; Linkletter, Crystal; Long, Nicole; Badre, David
6
2012
The generalized shrinkage estimator for the analysis of functional connectivity of brain signals. Zbl 1232.62147
Fiecas, Mark; Ombao, Hernando
16
2011
Tree-structured wavelet estimation in a mixed effects model for spectra of replicated time series. Zbl 1392.62282
Freyermuth, Jean-Marc; Ombao, Hernando; von Sachs, Rainer
8
2010
Classification of multivariate non-stationary signals: the SLEX-shrinkage approach. Zbl 1233.62128
Böhm, Hilmar; Ombao, Hernando; Von Sachs, Rainer; Sanes, Jerome
4
2010
Consistent classification of nonstationary time series using stochastic wavelet representations. Zbl 1388.62253
Fryzlewicz, Piotr; Ombao, Hernando
16
2009
Autoregressive processes with data-driven regime switching. Zbl 1224.62061
Kamgaing, Joseph Tadjuidje; Ombao, Hernando; Davis, Richard A.
5
2009
Evolutionary coherence of nonstationary signals. Zbl 1390.94344
Ombao, Hernando; Van Bellegem, Sébastien
12
2008
Spatio-spectral analysis of brain signals. Zbl 1151.62071
Ombao, Hernando; Shao, Xiaofeng; Rykhlevskaia, Elena; Fabiani, Monica; Gratton, Gabriele
4
2008
Time-dependent frequency domain principal components analysis of multichannel non-stationary signals. Zbl 1445.62244
Ombao, Hernando; Ho, Moon-Ho Ringo
12
2006
Minimax adaptive spectral estimation from an ensemble of signals. Zbl 1373.94548
Bunea, F.; Ombao, H.; Auguste, A.
2
2006
Slex analysis of multivariate nonstationary time series. Zbl 1117.62407
Ombao, Hernando; Von Sachs, Rainer; Guo, Wensheng
60
2005
A state-space approach to modelling brain dynamics. Zbl 1079.62111
Ho, Moon-Ho Ringo; Ombao, Hernando; Shumway, Robert
4
2005
A useful tool for statistical estimation: genetic algorithms. Zbl 1059.62069
Pasia, Joseph M.; Hermosilla, Augusto Y.; Ombao, Hernando
1
2005
Discrimination and classification of nonstationary time series using the slex model. Zbl 1117.62357
Huang, Hsiao-Yun; Ombao, Hernando; Stoffer, David S.
21
2004
Online analysis of seismic signals. Zbl 1074.62073
Ombao, Hernando; Heo, Jungeun; Stoffer, David
1
2004
Smoothing spline ANOVA for time-dependent spectral analysis. Zbl 1040.62082
Guo, Wensheng; Dai, Ming; Ombao, Hernando C.; von Sachs, Rainer
18
2003
The SLEX model of a non-stationary random process. Zbl 0993.62082
Ombao, Hernando; Raz, Jonathan; von Sachs, Rainer; Guo, Wensheng
21
2002
Automatic statistical analysis of bivariate nonstationary time series (In memory of Jonathan A. Raz). Zbl 1018.62080
Ombao, Hernando C.; Raz, Jonathan A.; von Sachs, Rainer; Malow, Beth A.
48
2001
A simple generalized crossvalidation method of span selection for periodogram smoothing. Zbl 1008.62092
Ombao, Hernando C.; Raz, Jonathan A.; Strawderman, Robert L.; von Sachs, Rainer
19
2001
all top 5

Cited by 476 Authors

29 Ombao, Hernando C.
12 von Sachs, Rainer
9 Eckley, Idris A.
8 Fiecas, Mark B.
6 Dette, Holger
6 Knight, Marina I.
6 Krafty, Robert Todd
6 Nason, Guy P.
6 Sun, Ying
5 Sundararajan, Raanju Ragavendar
5 Zhou, Zhou
4 Alonso, Andrés M.
4 Chau, Joris
4 Euán, Carolina
4 Fortin, Norbert J.
4 Freyermuth, Jean-Marc
4 Frostig, Ron D.
4 Killick, Rebecca
4 Kirch, Claudia
4 Nunes, Matthew A.
4 Pipiras, Vladas
4 Prado, Raquel
4 Safikhani, Abolfazl
4 Shahbaba, Babak
4 Zhang, Shibin
3 Aston, John A. D.
3 Aue, Alexander
3 Cardinali, Alessandro
3 Castruccio, Stefano
3 Craigmile, Peter F.
3 Fokianos, Konstantinos
3 Gao, Xu
3 Genton, Marc G.
3 Hall, Martica H.
3 Holan, Scott H.
3 Jeste, Shafali
3 Jiao, Shuhao
3 Lund, Robert B.
3 Maharaj, Elizabeth Ann
3 Pourahmadi, Mohsen
3 Rosen, Ori
3 Şentürk, Damla
3 Shao, Xiaofeng
3 Shen, Weining
3 Stoffer, David S.
3 Subba Rao, Suhasini
3 Sugar, Catherine A.
3 Telesca, Donatello
3 Van Bellegem, Sébastien
3 Wu, Wei Biao
3 Yau, Chun Yip
3 Zhang, Ting
2 Autin, Florent
2 Baek, Changryong
2 Bai, Yue
2 Battaglia, Francesco Paolo
2 Böhm, Hilmar
2 Bruce, Scott A.
2 Chan, Ngai Hang
2 Chen, Tianbo
2 Chung, Moo K.
2 Dahlhaus, Rainer
2 Davis, Richard A.
2 Davis, Seth J.
2 Degras, David A.
2 DiStefano, Charlotte
2 Dudek, Anna E.
2 Düker, Marie-Christine
2 Embleton, Jonathan
2 Fearnhead, Paul
2 Godtliebsen, Fred
2 Gorrostieta, Cristina
2 Hadj-Amar, Beniamino
2 Hargreaves, Jessica K.
2 Hart, Brian
2 Holbrook, Andrew J.
2 Huckstepp, Robert
2 Hušková, Marie
2 Kim, Kunho
2 Lan, Shiwei
2 Lee, Thomas C. M.
2 Li, Lexin
2 Li, Qian
2 Li, Zeda
2 López-Pintado, Sara
2 Malone, Stephen
2 Michailidis, George C.
2 Oakenfull, Rachael J.
2 Olsen, Lena Ringstad
2 Paparoditis, Efstathios
2 Pitchford, Jonathan William
2 Promponas, Vasilis J.
2 Protopapas, Mattheos K.
2 Qin, Li
2 Qu, Annie
2 Samworth, Richard J.
2 Sergides, Marios
2 Shumway, Robert H.
2 Stein, Michael L.
2 Steinebach, Josef G.
...and 376 more Authors
all top 5

Cited in 62 Serials

23 Journal of the American Statistical Association
23 Computational Statistics and Data Analysis
22 Journal of Time Series Analysis
15 The Annals of Applied Statistics
14 Electronic Journal of Statistics
13 The Annals of Statistics
9 Journal of Multivariate Analysis
8 Biometrics
8 Statistics and Computing
6 Journal of Statistical Planning and Inference
6 Statistics & Probability Letters
6 Journal of Statistical Computation and Simulation
6 Journal of Computational and Graphical Statistics
5 The Canadian Journal of Statistics
5 Statistica Sinica
4 Scandinavian Journal of Statistics
4 Computational Statistics
4 Bernoulli
3 Psychometrika
3 Annals of the Institute of Statistical Mathematics
3 Journal of Econometrics
3 Journal of Classification
3 Communications in Statistics. Simulation and Computation
3 Test
3 Journal of Applied Statistics
2 Statistics
2 Signal Processing
2 Applied and Computational Harmonic Analysis
2 Statistical Papers
2 Journal of the Royal Statistical Society. Series B. Statistical Methodology
2 International Journal of Wavelets, Multiresolution and Information Processing
2 Statistical Methods and Applications
2 Journal of the Korean Statistical Society
2 Advances in Data Analysis and Classification. ADAC
2 Journal of Agricultural, Biological, and Environmental Statistics
1 Journal of the Franklin Institute
1 Metrika
1 Automatica
1 Econometrica
1 Metron
1 Sequential Analysis
1 Statistical Science
1 Econometric Reviews
1 International Journal of Approximate Reasoning
1 Neural Networks
1 Pattern Recognition
1 Journal of Nonparametric Statistics
1 Nonlinear Dynamics
1 Soft Computing
1 Methodology and Computing in Applied Probability
1 Econometric Theory
1 Quantitative Finance
1 Entropy
1 Multiscale Modeling & Simulation
1 Journal of Forecasting
1 Statistical Methodology
1 Statistical Analysis and Data Mining
1 Discrete and Continuous Dynamical Systems. Series S
1 Statistics Surveys
1 Bayesian Analysis
1 Journal of Time Series Econometrics
1 Journal of Statistical Distributions and Applications

Citations by Year