[MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpretable Generalizability"
The official implementation of "Bayesian Image Super-Resolution with Deep Modeling of Image Statistics" via TensorFlow
Fully automated (rodent) limb motion analysis toolbox for behavioral analysis with bodypart coordinate data, building upon markerless pose estimation.
financial data analytics using statistical modelling and machine learning techniques
A general modelling framework for specifying and fitting models to empirical fundamental diagrams of road traffic, and for comparing the model fits using information criteria
Predictive analytics for SME and Agri-Banking. Converts raw financial data into clear risk warnings and business impact statements using an AI-augmented statistical engine
Statistical testing with R
A project aimed at analysing experimental human eye data to better understand the spatiotemporal dynamics of covert attention.
A simulation showing that the specific brain cells encoding a memory keep quietly changing over time, even though the memory itself stays the same.
statistical modelling of the wine data-set available at https://www.kaggle.com/zynicide/wine-reviews
This project analyzes Brent oil prices from 1987-2022, detecting structural changes and associating them with major events to provide data-driven insights for the energy industry.
This repository contains learning materials and assignments for the subject MAST90139 Statistical Modelling for Data Science
Pricing and trigger-design engine for rainfall-index parametric crop insurance. Gamma/Weibull index fitting, Monte Carlo pricing with risk loadings, 40-year backtest, and quantified basis-risk analysis showing 33% of genuine loss years go uncompensated.
Computational implementation and sensitivity analysis of a fuzzy inventory model for deteriorating items using R.
A/B Hypothesis Testing.
PolySTest: Statistical testing with missing values
Industry - Casualty Challenge
financial risk management projects
ARIMA time series modelling pipeline in R — log transformation, differencing, ACF/PACF analysis, model selection
Full simulation study of a manufacturing unit - statistical analysis based on historical data, Monte Carlo scenario analysis and data driven recommendations
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