Hernando C. Ombao: search on Z-Library

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51

Modeling and Estimation of Covariance of Replicated Modulated Cyclical Time Series

Olhede, Sofia C., Ombao, Hernando

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 4.56 MB

english, 2013

52

A Semiparametric Bayesian Model for Detecting Synchrony Among Multiple Neurons

Shahbaba, Babak, Zhou, Bo, Lan, Shiwei, Ombao, Hernando, Moorman, David, Behseta, Sam

Journal:

Neural Computation

Year:

2014

Language:

english

File:

PDF, 1.26 MB

english, 2014

53

Sequential Change-Point Detection Methods for Nonstationary Time Series

Choi, Hyunyoung, Ombao, Hernando, Ray, Bonnie

Journal:

Year:

2008

Language:

english

File:

PDF, 656 KB

english, 2008

54

Simultaneous control of error rates in fMRI data analysis

Kang, Hakmook, Blume, Jeffrey, Ombao, Hernando, Badre, David

Journal:

Year:

2015

Language:

english

File:

PDF, 740 KB

english, 2015

55

Detection of Changes in Multivariate Time Series With Application to EEG data

Kirch, Claudia, Muhsal, Birte, Ombao, Hernando

Journal:

Journal of the American Statistical Association

Year:

2014

Language:

english

File:

PDF, 932 KB

english, 2014

56

A Dynamic Bayesian Model for Characterizing Cross-Neuronal Interactions During Decision Making

Zhou, Bo, Moorman, David E., Behseta, Sam, Ombao, Hernando, Shahbaba, Babak

Journal:

Journal of the American Statistical Association

Year:

2015

Language:

english

File:

PDF, 801 KB

english, 2015

57

Understanding the Impact of Stroke on Brain Motor Function: A Hierarchical Bayesian Approach

Yu, Zhe, Prado, Raquel, Quinlan, Erin Burke, Cramer, Steven C., Ombao, Hernando

Journal:

Journal of the American Statistical Association

Year:

2016

Language:

english

File:

PDF, 1.77 MB

english, 2016

58

Smoothing Spline ANOVA for Time-Dependent Spectral Analysis

Guo, Wensheng, Dai, Ming, Ombao, Hernando C, von Sachs, Rainer

Journal:

Journal of the American Statistical Association

Year:

2003

Language:

english

File:

PDF, 508 KB

english, 2003

59

[IEEE 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI 2015) - Brooklyn, NY, USA (2015.4.16-2015.4.19)] 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) - Topological seizure origin detection in electroencephalographic signals

Wang, Yuan, Ombao, Hernando, Chung, Moo K.

Year:

2015

Language:

english

File:

PDF, 1.07 MB

english, 2015

60

Modeling the evolution of dynamic brain processes during an associative learning experiment

Fiecas, Mark, Ombao, Hernando

Journal:

Journal of the American Statistical Association

Year:

2016

Language:

english

File:

PDF, 613 KB

english, 2016

61

Continuum of Mammography Use among US Women: Classification Tree Analysis

Gjelsvik, Annie, Rogers, Michelle L., Clark, Melissa A., Ombao, Hernando C., Rakowski, William

Journal:

American Journal of Health Behavior

Year:

2014

Language:

english

File:

PDF, 299 KB

english, 2014

62

Psychophysiological Reactivity and Coping Styles Influence the Effects of Acute Stress Exposure on Rapid Eye Movement Sleep

Germain, Anne, Buysse, Daniel J., Ombao, Hernando, Kupfer, David J., Hall, Martica

Journal:

Psychosomatic Medicine

Year:

2003

Language:

english

File:

PDF, 375 KB

english, 2003

63

A Unified Estimation Framework for State-Related Changes in Effective Brain Connectivity

Samdin, S. Balqis, Ting, Chee-Ming, Ombao, Hernando, Salleh, Sh-Hussain

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2016

Language:

english

File:

PDF, 7.64 MB

english, 2016

64

THE GENERALIZED SHRINKAGE ESTIMATOR FOR THE ANALYSIS OF FUNCTIONAL CONNECTIVITY OF BRAIN SIGNALS

Mark Fiecas and Hernando Ombao

Journal:

The Annals of Applied Statistics

Year:

2011

Language:

english

File:

PDF, 2.78 MB

english, 2011

65

Modeling Effective Connectivity in High-Dimensional Cortical Source Signals

Wang, Yuxiao, Ting, Chee-Ming, Ombao, Hernando

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2016

Language:

english

File:

PDF, 13.46 MB

english, 2016

66

The generalized shrinkage estimator for the analysis of functional connectivity of brain signals

Fiecas, Mark, Ombao, Hernando

Journal:

The Annals of Applied Statistics

Year:

2011

Language:

english

File:

PDF, 953 KB

english, 2011

67

An introduction to applications of wavelet benchmarking with seasonal adjustment

Sayal, Homesh, Aston, John A. D., Elliott, Duncan, Ombao, Hernando

Journal:

Journal of the Royal Statistical Society Series A (General)

Year:

2016

Language:

english

File:

PDF, 856 KB

english, 2016

68

Statistical models for brain signals with properties that evolve across trials

Ombao, Hernando, Fiecas, Mark, Ting, Chee-Ming, Low, Yin Fen

Journal:

Year:

2017

Language:

english

File:

PDF, 682 KB

english, 2017

69

A scalable multi-resolution spatio-temporal model for brain activation and connectivity in fMRI data

Castruccio, Stefano, Ombao, Hernando, Genton, Marc G.

Journal:

Year:

2018

Language:

english

File:

PDF, 1.02 MB

english, 2018

70

Modeling High-Dimensional Multichannel Brain Signals

Hu, Lechuan, Fortin, Norbert J., Ombao, Hernando

Journal:

Statistics in Biosciences

Year:

2017

Language:

english

File:

PDF, 4.01 MB

english, 2017

71

Statistical methods and challenges in connectome genetics

Pluta, Dustin, Yu, Zhaoxia, Shen, Tong, Chen, Chuansheng, Xue, Gui, Ombao, Hernando

Journal:

Statistics & Probability Letters

Year:

2018

Language:

english

File:

PDF, 249 KB

english, 2018

72

Estimating Dynamic Connectivity States in fMRI Using Regime-Switching Factor Models

Ting, Chee-Ming, Ombao, Hernando, Samdin, S. Balqis, Salleh, Sh-Hussain

Journal:

IEEE Transactions on Medical Imaging

Year:

2017

Language:

english

File:

PDF, 3.73 MB

english, 2017

73

Regional Brain Glucose Metabolism During Morning and Evening Wakefulness in Humans: Preliminary Findings

Buysse, Daniel J., Nofzinger, Eric A., Germain, Anne, Meltzer, Carolyn C., Wood, Annette, Ombao, Hernando, Kupfer, David J., Moore, Robert Y.

Journal:

Year:

2004

Language:

english

File:

PDF, 1.59 MB

english, 2004

74

The Hierarchical Spectral Merger Algorithm: A New Time Series Clustering Procedure

Euán, Carolina, Ombao, Hernando, Ortega, Joaquín

Journal:

Journal of Classification

Year:

2018

Language:

english

File:

PDF, 773 KB

english, 2018

75

Hierarchical vector auto-regressive models and their applications to multi-subject effective connectivity

Gorrostieta, Cristina, Fiecas, Mark, Ombao, Hernando, Burke, Erin, Cramer, Steven

Journal:

Frontiers in Computational Neuroscience

Year:

2013

Language:

english

File:

PDF, 996 KB

english, 2013

76

An exploratory data analysis of electroencephalograms using the functional boxplots approach

Ngo, Duy, Sun, Ying, Genton, Marc G., Wu, Jennifer, Srinivasan, Ramesh, Cramer, Steven C., Ombao, Hernando

Journal:

Frontiers in Neuroscience

Year:

2015

Language:

english

File:

PDF, 4.43 MB

english, 2015

77

Strength and stability of EEG functional connectivity predict treatment response in infants with epileptic spasms

Shrey, Daniel W., Kim McManus, Olivia, Rajaraman, Rajsekar, Ombao, Hernando, Hussain, Shaun A., Lopour, Beth A.

Journal:

Clinical Neurophysiology

Year:

2018

Language:

english

File:

PDF, 1.68 MB

english, 2018

78

Multi-Scale Factor Analysis of High-Dimensional Functional Connectivity in Brain Networks

Ting, Chee-Ming, Ombao, Hernando, Salleh, Sheikh Hussain, Abd Latif, Ahmad Zubaidi

Journal:

IEEE Transactions on Network Science and Engineering

Year:

2018

Language:

english

File:

PDF, 4.90 MB

english, 2018

79

Topological data analysis of single-trial electroencephalographic signals

Wang, Yuan, Ombao, Hernando, Chung, Moo K.

Journal:

The Annals of Applied Statistics

Year:

2018

Language:

english

File:

PDF, 843 KB

english, 2018

80

FreSpeD: Frequency-Specific Change-Point Detection in Epileptic Seizure Multi-Channel EEG Data

Schröder, Anna Louise, Ombao, Hernando

Journal:

Journal of the American Statistical Association

Year:

2018

Language:

english

File:

PDF, 1.71 MB

english, 2018

81

Modeling Binary Time Series Using Gaussian Processes with Application to Predicting Sleep States

Gao, Xu, Shahbaba, Babak, Ombao, Hernando

Journal:

Journal of Classification

Year:

2018

Language:

english

File:

PDF, 472 KB

english, 2018

82

Assessing health care interventions via an interrupted time series model: Study power and design considerations

Cruz, Maricela, Gillen, Daniel L., Bender, Miriam, Ombao, Hernando

Journal:

Statistics in Medicine

Year:

2019

Language:

english

File:

PDF, 1.36 MB

english, 2019

83

Intrinsic Data Depth for Hermitian Positive Definite Matrices

Chau, Joris, Ombao, Hernando, von Sachs, Rainer

Journal:

Journal of Computational and Graphical Statistics

Year:

2018

Language:

english

File:

PDF, 1.77 MB

english, 2018

84

Fisher information matrix of binary time series

Gao, Xu, Gillen, Daniel, Ombao, Hernando

Journal:

Year:

2018

File:

PDF, 727 KB

2018

85

A Markov-Switching Model Approach to Heart Sound Segmentation and Classification

Noman, Fuad Mohammed, Salleh, Sh-Hussain, Ting, Chee-Ming, Samdin, S. Balqis, Ombao, Hernando, Hussain, Hadri

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2019

Language:

english

File:

PDF, 8 KB

english, 2019

86

A Markov-Switching Model Approach to Heart Sound Segmentation and Classification

Noman, Fuad Mohammed, Salleh, Sh-Hussain, Ting, Chee-Ming, Samdin, S. Balqis, Ombao, Hernando, Hussain, Hadri

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2019

File:

PDF, 8 KB

2019

87

[IEEE 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI) - Venice, Italy (2019.4.8-2019.4.11)] 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) - Detecting State Changes in Community Structure of Functional Brain Networks Using a Markov-Switching Stochastic Block Model

Samdin, S. Balqis, Ting, Chee-Ming, Ombao, Hernando

Year:

2019

Language:

english

File:

PDF, 553 KB

english, 2019

88

[IEEE 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI) - Venice, Italy (2019.4.8-2019.4.11)] 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) - Estimating Brain Connectivity Using Copula Gaussian Graphical Models

Gao, Xu, Shen, Weining, Ting, Chee-Ming, Cramer, Steven C., Srinivasan, Ramesh, Ombao, Hernando

Year:

2019

Language:

english

File:

PDF, 202 KB

english, 2019

89

A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia from EEG Connectivity Patterns

Phang, Chun-Ren, Noman, Fuad Mohammed, Hussain, Hadri, Ting, Chee-Ming, Ombao, Hernando

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2019

Language:

english

File:

PDF, 1.65 MB

english, 2019

90

A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia from EEG Connectivity Patterns

Phang, Chun-Ren, Noman, Fuad Mohammed, Hussain, Hadri, Ting, Chee-Ming, Ombao, Hernando

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2019

File:

PDF, 1.65 MB

2019

91

Inference on Long-Range Temporal Correlations in Human EEG Data

Smith, Rachel J., Ombao, Hernando C., Shrey, Daniel W., Lopour, Beth A.

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2019

Language:

english

File:

PDF, 406 KB

english, 2019

92

Inference on Long-Range Temporal Correlations in Human EEG Data

Smith, Rachel J., Ombao, Hernando C., Shrey, Daniel W., Lopour, Beth A.

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2019

File:

PDF, 406 KB

2019

93

Statistical model for dynamically-changing correlation matrices with application to brain connectivity

Huang, Shih-Gu, Samdin, S. Balqis, Ting, Chee-Ming, Ombao, Hernando, Chung, Moo K.

Journal:

Journal of Neuroscience Methods

Year:

2019

Language:

english

File:

PDF, 8.24 MB

english, 2019

94

Statistical model for dynamically-changing correlation matrices with application to brain connectivity

Huang, Shih-Gu, Samdin, S. Balqis, Ting, Chee-Ming, Ombao, Hernando, Chung, Moo K.

Journal:

Journal of Neuroscience Methods

Year:

2019

File:

PDF, 8.24 MB

2019

95

System- and Unit-Level Care Quality Outcome Improvements After Integrating Clinical Nurse Leaders Into Frontline Care Delivery

Bender, Miriam, Murphy, Elizabeth A., Cruz, Maricela, Ombao, Hernando

Journal:

JONA The Journal of Nursing Administration

Year:

2019

File:

PDF, 161 KB

2019

96

[IEEE 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) - San Francisco, CA, USA (2019.3.20-2019.3.23)] 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) - Modeling Local Field Potentials with Regularized Matrix Data Clustering

Gao, Xu, Shen, Weining, Hu, Jianhua, Fortin, Norbert, Ombao, Hernando

Year:

2019

Language:

english

File:

PDF, 802 KB

english, 2019

97

Spectral Approach to Modeling Dependence in Multivariate Time Series

Ombao, Hernando

Journal:

Journal of Physics Conference Series

Year:

2019

File:

PDF, 1.48 MB

2019

98

Modeling dependence via copula of functionals of Fourier coefficients

Fontaine, Charles, Frostig, Ron D., Ombao, Hernando

Journal:

Year:

2020

Language:

english

File:

PDF, 1.60 MB

english, 2020

99

Probabilistic projection of the sex ratio at birth and missing female births by State and Union Territory in India

Chao, Fengqing, Guilmoto, Christophe Z., K. C., Samir, Ombao, Hernando, Joe, William

Journal:

Year:

2020

File:

PDF, 2.66 MB

2020

100

Regularized matrix data clustering and its application to image analysis

Gao, Xu, Shen, Weining, Zhang, Liwen, Hu, Jianhua, Fortin, Norbert J., Frostig, Ron D., Ombao, Hernando

Journal:

Year:

2020

File:

PDF, 1.71 MB

2020

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