Mathematical sciences

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Advances in Artificial Intelligence for Data Visualization: Developing Computer Vision Models to Automate Reading of Data Plots, with Application to Regression Diagnostics

Advances in Artificial Intelligence for Data Visualization: Developing Computer Vision Models to Automate Reading of Data Plots, with Application to Regression Diagnostics

thesis first posted online on 2025-01-06

FILES UNDER EMBARGO

Component-Based Methods in Multivariate and Hierarchical Time Series Forecasting

thesis first posted online on 2024-12-21

Yangzhuoran Yang

Quantifying the Effect of Sampling Variation in Frequentist Distributional Forecasts in State Space Models

Quantifying the Effect of Sampling Variation in Frequentist Distributional Forecasts in State Space Models

thesis first posted online on 2023-07-05

ALEXANDER GEORGE RALLIS

Methodological advances in high- and infinite-dimensional statistics

Methodological advances in high- and infinite-dimensional statistics

thesis first posted online on 2023-05-18

RYAN WALTER THOMPSON

Manifold Learning on Empirical Probability Distributions

Manifold Learning on Empirical Probability Distributions

thesis first posted online on 2023-03-16

FILES UNDER EMBARGO

Mortality Modelling for Multiple Populations Under the State-space Framework

thesis first posted online on 2023-01-20

FILES UNDER EMBARGO

Essays in Program Evaluation

thesis first posted online on 2022-06-21

Visualization and analysis of probability distributions of large temporal data

Visualization and analysis of probability distributions of large temporal data

thesis first posted online on 2022-03-04

FILES UNDER EMBARGO

Adequacy and Sustainability of the Australian Retirement System using Modelling and Optimisation

thesis first posted online on 2020-11-10

Fluent statistical computing interfaces for biological data analysis

Fluent statistical computing interfaces for biological data analysis

thesis first posted online on 2020-11-01

STUART ANDREW LEE

FILES UNDER EMBARGO

Dynamic and Simulation-Based Optimization for Portfolio Choice and Derivatives Pricing

thesis first posted online on 2020-08-29

VASILEIOS KONTOSAKOS

FILES UNDER EMBARGO

Closed form path integral based approximate solutions of stochastic differential equations

thesis first posted online on 2020-06-08

ANTONIOS MEIMARIS

Probabilistic Forecast Reconciliation: Theory and Applications

Probabilistic Forecast Reconciliation: Theory and Applications

thesis first posted online on 2020-02-19

CHATHURANGANIE PUWASALA GAMAKUMARA ATHAPATTU GAMAKUMARA KONARA M

Anomaly Detection in Streaming Time Series Data

Anomaly Detection in Streaming Time Series Data

thesis first posted online on 2019-12-02

Priyanga Dilini Talagala

Tidy tools for supporting fluent workflow in temporal data analysis

Tidy tools for supporting fluent workflow in temporal data analysis

thesis first posted online on 2019-12-02

Computationally Efficient Forecasting Methods for Large-Scale Real-Time Applications

Computationally Efficient Forecasting Methods for Large-Scale Real-Time Applications

thesis first posted online on 2019-11-15

THIYANGA SHAMINI TALAGALA

FILES UNDER EMBARGO

Nonlinear Time-Varying Panel Data Models: Theory and Practice

thesis first posted online on 2019-11-06

Non- and Semi-parametric Methods for Modelling Recovery Rates

Non- and Semi-parametric Methods for Modelling Recovery Rates

thesis first posted online on 2019-03-21

NITHI SOPITPONGSTORN

FILES UNDER EMBARGO

Occupational mobility in Australia a quantitative approach

thesis first posted online on 2018-03-08

Lynne Susanna Williams

Optimal forecasts for hierarchical and grouped time series

Optimal forecasts for hierarchical and grouped time series

thesis first posted online on 2017-05-23

Shanika L Wickramasuriya