• 38 Citations
  • 3 h-Index
20132018
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Fingerprint Dive into the research topics where Deepak Nag Ayyala is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

High-dimensional Mathematics
Testing Engineering & Materials Science
Dependent Observations Mathematics
Graphical Modeling Mathematics
Methylation Engineering & Materials Science
Count Data Mathematics
Long-range Interactions Mathematics
Correlation Analysis Mathematics

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Research Output 2013 2018

  • 38 Citations
  • 3 h-Index
  • 6 Article

Adjusting for Confounders in Cross-correlation Analysis: an Application to Resting State Networks

Ayyala, D. N., Roy, A., Park, J. & Gullapalli, R. P., May 1 2018, In : Sankhya B. 80, 1, p. 123-150 28 p.

Research output: Contribution to journalArticle

Correlation Analysis
Cross-correlation
Brain
Reproducibility
Electric network analysis
1 Citation (Scopus)

Mean vector testing for high-dimensional dependent observations

Ayyala, D. N., Park, J. & Roy, A., Jan 1 2017, In : Journal of Multivariate Analysis. 153, p. 136-155 20 p.

Research output: Contribution to journalArticle

Dependent Observations
High-dimensional
Testing
Dependent
Sample Size
4 Citations (Scopus)

Statistical Challenges in Analyzing Methylation and Long-Range Chromosomal Interaction Data

Qin, Z., Li, B., Conneely, K. N., Wu, H., Hu, M., Ayyala, D. N., Park, Y., Jin, V. X., Zhang, F., Zhang, H., Li, L. & Lin, S., Oct 1 2016, In : Statistics in Biosciences. 8, 2, p. 284-309 26 p.

Research output: Contribution to journalArticle

Methylation
Long-range Interactions
DNA Methylation
Epigenomics
Technology
2 Citations (Scopus)

Statistical methods for detecting differentially methylated regions based on MethylCap-seq data

Ayyala, D. N., Frankhouser, D. E., Ganbat, J. O., Marcucci, G., Bundschuh, R., Yan, P. & Lin, S., Jan 1 2016, In : Briefings in Bioinformatics. 17, 6, p. 926-937 12 p.

Research output: Contribution to journalArticle

Methylation
Statistical methods
Genes
CpG Islands
DNA Methylation
4 Citations (Scopus)

GrammR: Graphical representation and modeling of count data with application in metagenomics

Ayyala, D. N. & Lin, S., Jan 1 2015, In : Bioinformatics. 31, 10, p. 1648-1654 7 p.

Research output: Contribution to journalArticle

Graphical Modeling
Metagenomics
Count Data
Microbiota
Graphical Representation