athowes (Adam Howes) · GitHub
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Achievement: Pair Extraordinairex4Achievement: StarstruckAchievement: Pull Sharkx3Achievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex4Achievement: StarstruckAchievement: Pull Sharkx3Achievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

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athowes/README.md

Hi! I'm Adam, a Bayesian statistician and data scientist.

  • Currently I work with CFA on epidemic forecasting and Active Site on AI biosecurity evaluations
  • Previously I completed a PhD in statistics and machine learning at Imperial College London
  • You can learn more about me at my website

You may be interested in these resources I've found useful, or what I'm learning about via tutorial and reading.

To give an idea about my work see:
Repository   Description
epidist An R package for estimating delay distributions accounting for censoring and truncation
helios An R package for simulating the impact of far UVC interventions using an individual-based model
thesis My thesis "Bayesian spatio-temporal methods for small-area estimation of HIV indicators"
beyond-borders Evaluating the suitability of spatial adjacency for small-area estimation (arealutils)
multi-agyw Estimating HIV risk group proportions with a multinomial spatio-temporal model (multi.utils, UNAIDS)
naomi-aghq Improving approximate Bayesian inference methods for extended latent Gaussian models (inf.utils)
exp-growth Time-series methods for disease-agnostic metagenomic environmental threat detection

Pinned Loading

  1. resources resources Public

    Resources mostly related to statistics, computing in R, and research processes

    10 2

  2. thesis thesis Public

    Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)

    TeX 16

  3. epinowcast/epidist epinowcast/epidist Public

    Estimate epidemiological delay distributions with brms

    R 16 8

  4. multi-agyw multi-agyw Public

    Spatio-temporal estimates of HIV risk group proportions for AGYW across 13 priority countries in sub-Saharan Africa

    R 3 2

  5. naomi-aghq naomi-aghq Public

    Fast approximate Bayesian inference of HIV indicators using PCA adaptive Gauss-Hermite quadrature

    R 5 1

  6. exp-growth exp-growth Public

    Time-series methods for disease-agnostic metagenomic environmental threat detection

    R 4