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(W.) Zane Billings

https://wzbillings.com @wzbillings@fediscience.org Linkedin: wzbillings GitHub: wzbillings ORCid Gmail

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About me

  • I'm currently a PhD student at the University of Georgia. I work on flu epidemiology and immunology, supervised by Andreas Handel.
  • I'm a computational epidemiologist. My official degree name is "Epidemiology & Biostatistics with an emphasis in Data Analysis and Modeling".
  • Outside of work, I like reading fantasy and horror novels (AKA stats books); some video games; cooking and/or baking; and occasionally hiking.

Skills, etc.

: ggplot2, tidyverse, tidymodels, data.table, lme4, nlme

: PyTorch, matplotlib, statsmodels, scikit-learn

  • Tech stuff: Stan, SQL (MS SQL server), LaTeX, spreadsheets, Mathematica, MATLAB, Quarto (and R Markdown)
  • Stats stuff: mixed-effects linear (regression) models, machine learning / predictive analytics, data visualization, exploratory data analysis, data cleaning and wrangling, statistical inference, Bayesian methods, time series analysis.

Highlighted work

If you want to see some of my projects, see my pinned posts below! For a directory of my work by subject, you can check here.

Zane Billings's Projects

bardr icon bardr

An R package to make Shakespeare's Complete Works available. (String encoding issue is currently broken -_-)

censored-data-tutorials icon censored-data-tutorials

Handelgroup repo for all our code and maybe manuscript on dealing with censored variables in Bayesian models.

corn-price-analysis icon corn-price-analysis

Analyzing a subset of the USDA feed grains database using GLS regression models. Originally a project from MATH 375 in Spring 2019 at Western Carolina University

datasets icon datasets

A collection of datasets for teaching and learning

dbsfw icon dbsfw

My solutions to the exercises in Doing Bayesian Statistics the Fun way

ex-log-reg icon ex-log-reg

I can do logistic regression and so can you (if you follow along)!

hmbgr icon hmbgr

An R package used for researching OLS modeling of population growth.

lawson380 icon lawson380

The codes I am writing for MATH 380 research with Dr. Lawson

madacourse icon madacourse

This is the Github repository for the Modern Applied Data Analysis course website.

math_430 icon math_430

Project repo for MATH 430 (Mathematical Modeling) at WCU

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