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followers: 33.0 following: 17.0 repos: 70.0 gists: 0.0

Name: Trent Henderson

Type: User

Company: Nous Group

Bio: Senior data scientist and statistics PhD student. Mostly coding in R, Julia, and Stan. Interested in time series, statistical modelling, and data vis

Twitter: trentlikesstats

Location: Canberra, Australia

Blog: https://hendersontrent.github.io

Trent Henderson's Projects

abs-births-analysis

Data visualisation and statistical analysis for a range of ABS data related to births and fertility.

abs-postcode-svm

Builds a Support Vector Machine to predict regionality of postcode from resident population and proportionate internet access.

afl-modelling

Builds statistical analysis and machine learning models on AFL data.

amp-comp-webtool

Builds the webtool interface for guitar amplifier software comparisons

amp-sim-comp

Compares various guitar amp simulators on their quantitative characteristics.

aus-uni-twitter-sentiment

Builds a Twitter scraper for Australian universities to analyse sentiment regarding COVID-19

basicproperties

R package for the calculation of a set of very basic statistical properties of time-series data.

bayes-workflow-pres

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

brain-activation-modelling

Statistical model development for a paper with colleagues on the relationship between brain activity and self-report data.

catch22

catch-22: CAnonical Time-series CHaracteristics

cns-2022-theft

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

compenginer

R package for calculating fast C++ coded versions of the time-series features from CompEngine

correctipy

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

correctr

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

crit-role-webtool

Builds an R Shiny web application for Critical Role data.

critical-role

Builds statistical data visualisation and modelling for Critical Role data

dnd-maps

Builds maps for my D&D campaign for which I am Dungeon Master and is set in my world of Icantia

emerging-aspirations-talk

Holds slides for my Emerging Aspirations in Complex Systems talk at The University of Sydney 2022

energy-modelling

Builds a series of Bayesian models on Australian energy sector data using Stan

feature-set-classification

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

feature-set-comp

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

feature-sims

Builds simulation tests for open-source time-series feature calculations.

$fractals-2 icon$ fractals-2

Builds analysis for an upcoming paper that aims to extend the findings of our previous work at https://doi.org/10.1098/rsif.2020.0334

gam.jl

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

gamsbyhand.jl

Builds some generalised additive model (GAM) and related (polynomial basis spline) architecture from scratch in Julia.

gamtools.jl

Plotting and utility functions for the interpretation of GAMs in Julia

ggorbisant

Colour palettes and plotting themes for Orbisant Analytics website

ggrunoff

Builds plot styling and colour palette for The Runoff.

ggshredr

Builds theme and colour palette for ggplot2 based on 80s shred guitar aesthetics.

google-trends

Builds statistical models to analyse Google Trends data

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Trent Henderson's Projects

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