• 323 Citations
  • 10 h-Index
20032021
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Personal profile

Area of Expertise

My primary research goal is to develop novel, intuitive, and practical statistical methods that can contribute to solving real life problems. In fact, the motivation for most of my statistical methodological research comes from real data where conventional statistical approaches are either inadequate or fail completely. To accomplish my research objectives, I actively seek opportunities to collaborate with statisticians and investigators in diverse research fields. I have applied my methods to a broad range of applications including clinical trials, neuroimaging, dose response, psychiatry, and signal processing using a wide array of statistical methods like Multivariate Statistical Analysis, Receiver Operating Characteristics (ROC) methods, Multiple Comparison, Resampling Methods, Machine Learning, Bayesian variable selection, Optimal Designs, and Spatial Statistics.

Education/Academic qualification

PhD in Probability/Statistics, University of Washington

MS in Statistics, Indian Statistical Institute

BS in Statistics, Indian Statistical Institute

Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Magnetic Resonance Imaging Medicine & Life Sciences
Noise Medicine & Life Sciences
ROC Curve Medicine & Life Sciences
Temporal Lobe Medicine & Life Sciences
Episodic Memory Medicine & Life Sciences
Parietal Lobe Medicine & Life Sciences
Brain Medicine & Life Sciences
Text Messaging Medicine & Life Sciences

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Projects 2015 2021

Research Output 2003 2019

  • 323 Citations
  • 10 h-Index
  • 23 Article

Multivariate group-level analysis for task fMRI data with canonical correlation analysis

Zhuang, X., Yang, Z., Sreenivasan, K. R., Mishra, V. R., Curran, T., Nandy, R. R. & Cordes, D., 1 Jul 2019, In : NeuroImage. 194, p. 25-41 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Magnetic Resonance Imaging
Temporal Lobe
Episodic Memory
ROC Curve
Noise
1 Citation (Scopus)

3D spatially-adaptive canonical correlation analysis: Local and global methods

Yang, Z., Zhuang, X., Sreenivasan, K., Mishra, V., Curran, T., Byrd, R., Nandy, R. R. & Cordes, D., 1 Apr 2018, In : NeuroImage. 169, p. 240-255 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Magnetic Resonance Imaging
Spatial Analysis
Episodic Memory
Artifacts
Multivariate Analysis

Safety of autologous umbilical cord blood therapy for acquired sensorineural hearing loss in children

Baumgartner, L. S., Moore, E., Shook, D., Messina, S., Day, M. C., Green, J., Nandy, R. R., Seidman, M. & Baumgartner, J. E., 1 Oct 2018, In : Journal of Audiology and Otology. 22, 4, p. 209-222 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Sensorineural Hearing Loss
Fetal Blood
Safety
Brain Stem Auditory Evoked Potentials
Organ of Corti
5 Citations (Scopus)

A family of locally constrained CCA models for detecting activation patterns in fMRI

Zhuang, X., Yang, Z., Curran, T., Byrd, R., Nandy, R. R. & Cordes, D., 1 Apr 2017, In : NeuroImage. 149, p. 63-84 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Magnetic Resonance Imaging
ROC Curve
Episodic Memory
Temporal Lobe
Spatial Analysis

Potential audiological and MRI markers of tinnitus

Gopal, K. V., Thomas, B. P., Nandy, R. R., Mao, D. & Lu, H., 1 Sep 2017, In : Journal of the American Academy of Audiology. 28, 8, p. 742-757 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Tinnitus
Magnetic Resonance Imaging
Auditory Evoked Potentials
Frontal Lobe
Audiology