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Courses
- TSTheory of Statistics
- TPTheory of Probability
- TSATime Series Analysis
- CSDSCapstone for Statistics and Data Science
- ISBIntroduction to Statistics and Biostatistics
- ISCIntroduction to Statistical Computing
Grants
- Inhibition of the Gut Microbial Metabolite Trimethylamine N-oxide (TMAO) Using Orange Peel to Prevent Cardiovascular Disease
Principal Investigator (PI)
2019
$39.3K
Active - Identifying Superior Mango Varieties for Improving Mango Production and Consumption in the US Through Genomic and Phenomic Tools
Principal Investigator (PI)
2018
$64.8K
Active - Collaborative Research: Scalable and Flexible Algorithms to Detect Structural Change in Complex Sequencing Data
Principal Investigator (PI)
2017
$166.0K
- An Integrated Approach to the Accelerated Development of Rootstocks that Impart HLB Tolerance to Trees Grafted with Commercial Scions
Principal Investigator (PI)
2017
$102.2K
Publications (19)
Recent
- Nontargeted metabolomics-based multiple machine learning modeling boosts early accurate detection for citrus Huanglongbing
2022
- Multiple Machine Learning Modeling Combined with UHPLC/MS-Based Untargeted Metabolomics Boosts Early Detection of Citrus Huanglongbing
2021
- A super scalable algorithm for short segment detection.
2021
- A super scalable algorithm for segment detection
2020
- An Accurate and Powerful Method for Copy Number Variation Detection
2019
- Metabolic analysis reveals altered long-chain fatty acid metabolism in the host by Huanglongbing disease
2018
- Interaction Screening by Partial Correlation
2018
- A New Reduced-Rank Linear Discriminant Analysis Method and Its Applications
2018
- Lipidomic analysis for carbonyl species derived from fish oil using liquid chromatography-tandem mass spectrometry
2017
- modSaRa: a computationally efficient R package for CNV identification
2017
- Multiple Change-Point Detection, a Selective Overview
2016
- Multiple change-point detection via a screening and ranking algorithm
2013
- The screening and ranking algorithm to detect DNA copy number variations
2012
- THE SCREENING AND RANKING ALGORITHM TO DETECT DNA COPY NUMBER VARIATIONS.
2012
- Regression and data mining methods for analyses of multiple rare variants in the Genetic Analysis Workshop 17 mini-exome data
2011
- Detection of rare functional variants using group ISIS.
2011
- NONPARAMETRIC ESTIMATION OF GENEWISE VARIANCE FOR MICROARRAY DATA.
2010
- Nonparametric estimation of genewise variance for microarray data
2010
- Selection and validation of normalization methods for c-DNA microarrays using within-array replications
2007