Publications 2018 to Present

 

* denotes PhD Student​


[70] *Yu CH, Prado R, Ombao H and Rowe D. (2018). A Bayesian Variable Selection Approach Yields Improved Brain Activation From Complex-Valued fMRI. Journal of the American Statistical AssociationAccepted for Publication.


[69] Ombao H and Ting CM. (2018). Discussion of “The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages” by Pigoli, Hadjipantelis, Coleman and Aston. Journal of the Royal Statistical Society, Series AAccepted for Publication.

 

[68] *Gao X, Shen W and Ombao H. (2018). Discussion of “The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages” by Pigoli, Hadjipantelis, Coleman and Aston. Journal of the Royal Statistical Society, Series AAccepted for Publication.


[67] *Schroeder A and Ombao H. (2018). FreSpeD: Frequency-Specific Change-Point Detection Method in Multi-Channel Epileptic Seizure EEG Data. Journal of the American Statistical AssociationAccepted for Publication.

 

[66] Euan C, Ombao H and Ortega J. (2018). Spectral Synchronicity in Brain Signals. Statistics in Medicine, Accepted for Publication.

 

[65] Pluta D, Tong S, Yu Z, Chen C, Gui and Ombao H. (2018). Big Data in the Brain Sciences. Statistics and Probability LettersAccepted for Publication.


[64] *Park T, Eckley I and Ombao H. Dynamic Classification Using Multivariate Locally Stationary Wavelets. (2018). Signal ProcessingAccepted for Publication.


[63] *Hu L, Fortin N and Ombao H. (2018). Vector Autoregressive Models for Multivariate Brain Signals. Statistics in the Biosciences, Accepted for Publication.

 

[62] Ting CM, Ombao H and Sh-Hussein. (2018). Estimating Dynamic Connectivity States in fMRI Using Regime-Switching Factor Models. IEEE Transactions on Medical Imaging, Accepted for Publication.


[61] Castruccio S, Ombao H and Genton M. (2018). A Scalable Multi-Resolution Spatio-Temporal Model for Brain Activation and Connectivity in fMRI data. Biometrics, In Press.

 

[60] Ombao H, Fiecas M, Ting CM and Low YF. (2018). Statistical Models for Brain Signals with Properties that Evolve Across Trials. NeuroImage, In Press.

 

[59] *Wang Y, Ombao H and Chung M. (2018). Persistence Landscape with Application to Epileptic Seizure Encephalogram Data. Annals of Applied Statistics, In Press. [ENAR 2015 Student Paper Award].


[58] *Gao X, Ombao H and Shahbaba B. (2017).  Predicting Sleep Stages Using Gaussian Processes. Journal of Classification, In Press.​

[57] *Cruz M, Bender M and Ombao H. (2017). Robust Interrupted Time Series Models for Analyzing Complex Healthcare Interventions.  Statistics in Medicine, In Press(click here)[Distinguished Student Paper Award, American Statistical Association 2017].

[56] *Euan C, Ombao H and Ortega J. (2017). The Hierarchical Spectral Merger Algorithm: A New Time Series Clustering. Journal of Classification, In Press.

[55Vandenberg-Roche A and Ombao H. (2017). Discussion of “Should we sample a time series more frequently?:  Decision support via multirate spectrum estimation” by G P Nason, B Powell, D Elloitt and P Smith. Journal of the Royal Statistical Society, Series A. In Press.
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