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rodofjar/README.md

🌱 Jarrod Walton

Water Scientist (Educator, Data Scientist)

🌏 I am an Australian researcher and teacher of science with a PhD in the field of Freshwater Ecology.
☯️ I feel equally at home in the field among nature as I do on the computer among nature's data.
🪲 I have a unrelenting attraction to trying new things but am equally driven by the power of things that just work.
🚀 I believe a strong team is often greater than the sum of its parts, and my experience working across disciplines has proven just that.

Primary Tools and Languages

R

SPSS

QGIS

Python


Statistical Analysis and Modelling

Comparative Analyses

  • Linear Models: GLM, LRM, LMM, GLMM
  • Bayesian Models
  • ANOVA, ANCOVA, Chi-squared Analysis

    • Time Series Analysis

  • ARIMA
  • Break Point Analysis
  • Imputation
  • Decomposition, Lag, Rare Event Analysis

    • Ordination Analyses

  • PCA
  • RDA
  • nMDS (ANSOSIM and SIMPER)
  • MCA

    • Data Exploration Wrangling

  • Data Cleaning
  • Large datasets
  • 3rd Party, multiple format, datasets
  • Multiple Factor Analysis
  • Decision Tree Analysis, Regression Tree Analysis, Random Forest Analysis

    • Popular repositories Loading

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