Associate ProfessorClara Grazian
Associate Professor in Statistics
Faculty of Science
Orcid identifier0000-0002-4967-7720 (opens in a new tab)
- Associate Professor in StatisticsFaculty of Science
Research projects & supervision summary
- Bayesian spatial and spatio-temporal clustering
- Bayesian nonparametrics for long-memory processes
- Approximate Bayesian computation for ARFIMA models
- Approximate Bayesian computation for model choice
- Expectation-propagation algorithms for mixed models
- Bayesian analysis of self-exciting processes
- Bayesian methods for survival curves prediction
- Large language models for scientific research
- Bayesian partition models
- Approximate Bayesian computation for factor copula models
- Approximate Bayesian computation for differential equations
- Statistical methods for imagining, based on Bayesian analysis, CNNs, orthogonal projections
RESEARCH PROJECTS & ACTIVITIES
- RESEARCH-BASED DEGREE SUPERVISIONAdvancing spatial capture-recapture models with dynamic movement
- RESEARCH-BASED DEGREE SUPERVISIONApproximate Bayesian Computation for Copula Model Choice
- RESEARCH-BASED DEGREE SUPERVISIONBayesian Simulation Methods for Estimating Long Memory in ARFIMA Models with Spatio-Temporal Extensions
- RESEARCH-BASED DEGREE SUPERVISIONBayeSpace - Applying Bayesian Statistics to Environmental and Ecological Phenomena
- RESEARCH-BASED DEGREE SUPERVISIONConsistency and Dynamic Directional Dependence in Bayesian Copula Models for Gene Expression
- RESEARCH-BASED DEGREE SUPERVISIONContinuous Time Spatiotemporal Stick Breaking Process
- RESEARCH-BASED DEGREE SUPERVISIONEnsembling Methods for Financial Time Series Models: Theory, Algorithms, and Applications
- RESEARCH-BASED DEGREE SUPERVISIONFast and Flexible Expectation Propagation for Linear Model Extensions
- RESEARCH-BASED DEGREE SUPERVISIONInvestigation of a Statistical and Computational Framework for Mapping Whole-Body Neurochemical Connectivity Using Total-Body PET
- RESEARCH-BASED DEGREE SUPERVISIONModelling Upstream Water Quality from Downstream Observations in the Muttama Catchment
- RESEARCH-BASED DEGREE SUPERVISIONStatistical Methods for Survival Prediction: Regularization Validation and Extrapolation
- RESEARCH-BASED DEGREE SUPERVISIONTransport Maps for Digital Twins with Applications to Soft Tissue Mechanics