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Research Interests:
- Large Scale Learning
- Feature Selection
- Semi-supervised/unsupervised learning
- Robust Neural Networks
- Learning-based methods for computer vision and medical imaging
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Research Interests:
- Flexible Bayesian Modeling
- Data Confidentiality
- Probabilistic Approaches for Complex Data
- Differential Privacy
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Indrabati Bhattacharya
Assistant Professor
ib22g@fsu.edu
421 OSB
Research Interests:
- Dynamic treatment regimes
- Machine learning
- Quantile regression
- Shape-restricted inference
- Bayesian asymptotics
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Usually Teaches Large Lecture Sections of STA 2023 and STA 2122
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Research Interests:
- Spatial Statistics
- Multiscale Spatial Statistics
- Spatio-Temporal Statistics
- Multivariate Statistics
- High-dimensional Statistics
- Bayesian Analysis
- Applications in Environmental Statistics
- Applications in Official Statistics and Survey Sampling
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Research Interests:
- High- dimensional and Large Scale Statistical Analysis
- Survival Analysis
- Longitudinal Data Analysis
- Biostatistics and Bioinformatics
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Research Interests:
- Nonparametric Statistics
- Wavelet Analysis
- High-dimensional Sequential Analysis
- Function Estimation
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Philippe Gaillard
Senior Biostatistician - Office for Clinical Research Advancement
Research
PGAILLARD@FSU.EDU
317 osb
Research Interests:
- Biostatistics
- Educational Statistics
- Research Methods
- Statistical Analysis
- Database Management
- Measurement
- Study Design
- Visualization of Statistical Pattern
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Research Interests:
- Medical Image Data Analysis
- Manifold-Valued Data Analysis
- High-Dimensional Data Analysis
- Functional Data Analysis
- Big Data Integration
- Machine Learning
- Deep Learning
- Imaging Genetics
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Research Interests:
- Spatial and Spatio-Temporal Statistics
- Survival Analysis
- Geometrical Probability and Applied Probability Models
- Monte Carlo Methods
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Research Interests:
- Bayesian statistics
- Multivariate data
- Computational methods
- Inference under shape or stochastic order constraints
- Scientific applications
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Research Interests:
- Bayesian Statistics
- Image Data Analysis
- Computer Vision
- Machine Learning/ Deep Learning
- Applications in Neuroscience/Engineering
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Research Interests:
- Statistical Network Analysis
- Multilayer and Dynamic Networks
- Bayesian Inference and its application to scientific problems
- Robust Statistics
- Machine Learning
- Computational Statistics
- Dimension Reduction
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Research Interests:
- Variable Selection
- High-dimensional Data Analysis
- Semiparametric and Nonparametric Statistics
- Dimension Reduction
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Research Interests:
- Time Series Analysis, Linear and Non-linear Models
- Spatial Statistics
- Environmental Data Analysis and Asymptotic Theory
- Longiongitudinal Data Analysis
- Bayesian Survival Analysis
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Research Interests:
- Object Data Analysis
- Nonparametric Statistics on Manifolds
- Applications of Statistics and Differential Geometry in Medical Imaging
- Proteomics
- Phylogenetics
- Pattern Recognition
- Riemannian Geometry
- Topological Data Analysis
- 3D Image Analysis
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SteveN Ramsier
Teaching Professor/Undergraduate Advisor/Statistical Consulting Center Director
RAMSIER@STAT.FSU.EDU
102b osb
Research Interests:
- Quality Control
- Statistical Consulting
- Statistical Education
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Research Interests:
- High-Dimensional Statistics
- Statistical Machine Learning
- Optimization
- Robust Statistics
- Multivariate Statistics
- Statistical Signal Processing
- Network Science
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Justin Shows
Teaching Faculty II
JHSHOWS@FSU.EDU
307 osb
Research Interests:
- Statistics Education
- Variable Selection
- Quantile Regression
- Survival Analysis
|
Research Interests:
- Survival and Recurrent Events
- Longitudinal and Hierarchically Clustered Data
- Bayesian Biostatistics
- Semiparametric/Nonparametric Methods
- Complex Surveys
- Skewed and Heteroscedastic Response
- Multiple Outcomes
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Elizabeth Slate
Duncan McLean and Pearl Levine Fairweather Professor/Distinguished Research Professor
ESLATE@FSU.EDU
210d osb
Research Interests:
- Longitudinal Data Analysis
- Bayesian Modeling and Recurrent Events
- Applications in Oral Health Research
- Disease Biomarkers
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Research Interests:
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Research Interests:
- Statistical Network Analysis
- Methods and Theory for Dependent Data
- Modeling Complex Data Structures
- Exponential Families
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Research Interests:
- Modeling and Analysis of Functional Data
- Statistical Inference of Point Process Data
- Modeling and Decoding of Neural Spike Trains
- Statistical Analysis of Acoustic Features in Birdsongs
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Research Interests:
- Bioinformatics
- Computational Biology
- Computatational Statistics
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Research Interests:
- Dimension Reduction
- Tensor Analysis
- Neuroimaging
- Multimodal Data Integration
- Multivariate Statistics
- Statistical Software
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Research Interests:
- Bioinformatics
- Machine learning
- Deep learning
- Natural language processing
- Computational biophysics
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