​Publications 2015 to 2017

 

---BOOK

(1) Ombao H, Lindquist M, Thompson W and Aston J. Handbook of Statistical Methods for NeuroImaging. CRC Press. 2016. ISBN 9781482220971​

---ARTICLES
* denotes PhD Student​

[54] Kang H, Ombao H, Fonnesbeck C and Morgan V. (2017). A Bayesian Double Fusion Model for Resting State Brain Connectivity Using Joint Functional and Structural Data. Brain Connectivity, 7(4), 219-227.​ (click here)​

[53] *Balqis S, Ting CM, Ombao H and Sh-Salleh. (2017). A Unified Estimation Framework for State-Related Changes in Effective Brain Connectivity. IEEE Transactions on Biomedical Engineering, 64(4), 844-858.​ (click here)

[52] *Sayal H, Aston J, Duncan E and Ombao H. (2017). An Introduction to Wavelet Benchmarking with Application to Seasonal Adjustment. Journal of the Royal Statistical Society Series A,180(3), 863-889.​ (click here)

[50] Fiecas M and Ombao H. (2016). Modeling the Evolution of Dynamic Brain Processes During an Associative Learning Experiment. Journal of the American Statistical Association, 111, 1440-1453.​ (click here)

[51] *Wang Y, Ting CM and Ombao H. (2016). Modeling Effective Connectivity in High Dimensional Source Signals From EEG. IEEE Journal of Selected Topics in Signal Processing, 10, 1315-1325.​ (click here)​

[49] *Yu Z, Prado R, Burke E, Cramer S and Ombao H. (2016). A Hierarchical Bayesian Model for Studying the Impact of Stroke on Brain Motor Function. Journal of the American Statistical Association, 111, 549-563.​ (click here)

[48] *Zhou B, Moorman D, Behseta S, Ombao H and Shababa B. (2016). A Dynamic Bayesian Model for Characterizing Cross Neuronal Interactions During Decision Making. Journal of the American Statistical Association, 111, 459-471.​ (click here)

[47] *Kang H, Blume J, Ombao H and Badre D. (2015). Simultaneous Control of Error Rates in fMRI Data Analysis. NeuroImage, 123, 102-113.​ (click here)

[46] *Ngo D, Sun Y, Genton M, Wu J, Cramer SC, Srinivasan R and Ombao H. (2015). An Exploratory Data Analysis of Electroencephalograms Using the Functional Boxplots Approach. Frontiers in Neuroscience:  Brain Imaging Methods, 9, 282.​ (click here)
[Distinguished Student Paper Award, ENAR 2015].

[45] Kirch C, *Muhsal B and Ombao H. (2015). Detection of Changes in Multivariate Time Series With Application to EEG data. Journal of the American Statistical Association, 110, 1197-1216.​ (click here)

​​​​​​​​​​​​