hendersontrent/phd-coursework

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hendersontrent/phd-coursework

hendersontrent

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Holds source code for all coursework in my PhD.

theft

R package for Tools for Handling Extraction of Features from Time series (theft)

GAM.jl

Fit, evaluate, and visualise generalised additive models (GAMs) in native Julia

Rcatch22

R package for calculation of 22 CAnonical Time-series CHaracteristics

PosteriorPlots.jl

Graphical tools for Bayesian inference and posterior predictive checks.

feature-set-comp

Compares various time-series feature sets on computational performance, within-set structure, and between-set relationships.

correctR

R package for computing corrected test statistics for comparing machine learning models on correlated samples

QuasiGLM.jl

Adjust Poisson and Binomial Generalised Linear Models to their quasi equivalents for dispersed data

theft-webtool

Builds an R Shiny web application for interactive exploration of time-series features.

correctipy

Python package for computing corrected test statistics for comparing machine learning models on correlated samples

bayes-workflow-pres

Code and slides for my talk on basic principles of a Bayesian workflow across datasets.

feature-set-classification

Compares various time-series feature sets on a set of classification tasks.

tsCeatures

R package to compute some C++ coded time-series features for efficiency and scalability.

influenza-impact

Builds a Bayesian model to test the causal impact of COVID-19 on influenza in Australia.

CNS-2022-theft

Holds source code and slides for my presentation on the theft R package at CNS 2022

catchEmAll

R package to automatically and efficiently calculate CAnonical Time series CHaracteristics (catch) from reduced-redundancy feature sets.

crit-role-webtool

Builds an R Shiny web application for Critical Role data.

TimeSeriesSimulation.jl

Functions for simulating numerous types of dynamical systems and time-series processes.

critical-role

Builds statistical data visualisation and modelling for Critical Role data

hotteR

R package for webscraping, statistical analysis, and data visualisation of the Triple J Hottest 100 Countdown and related data.

mean-var-ts-classify

Holds analysis for working paper on simple feature set performance on time-series classification problems

theftdlc

Analyse and interpret time-series features calculated from the theft R package