Andres Gonzalez
  • About
  • Blog
  • Visualization
  • Projects
  • Spotify
Categories
All (6)
Basketball (1)
Bayesian (2)
Biostatistics (2)
Classification (2)
Football (3)
Logistic Regression (1)
Machine Learning (5)
Markov Chain Monte Carlo (1)
Predictive Modeling (1)
Public Health (1)
R (5)
Survival Analysis (1)

Projects

This is my projects section where I share applied statistics and data science work in R and Quarto.
Each project includes reproducible code, clear methods, and practical insights.

Sign up for my newsletter to receive updates about new projects.

2025

Predicting Early Stage Diabetes Risk Using Logistic Regression

This analysis uses multivariate logistic regression to identify and quantify key predictors of early-stage diabetes risk.
Biostatistics
Logistic Regression
Predictive Modeling
Public Health
August 8, 2025
Andres Gonzalez

A Clinical Trial in the Treatment of Carcinoma of the Oropharynx

A randomized, multi‑center study evaluating novel therapy combinations to improve survival and quality of life for patients with oropharyngeal carcinoma.
R
Biostatistics
Machine Learning
Survival Analysis
July 23, 2025
Andres Gonzalez

NBA Player Archetype Analysis: Clustering Modern Basketball Roles

Identifies five data-driven NBA player archetypes using PCA and K-Means clustering to reveal how players contribute beyond traditional positions, from versatile contributors to efficient finishers and perimeter shooters.
R
Classification
Machine Learning
Basketball
June 27, 2025
Andres Gonzalez
No matching items

2024

Predicting Leagues Cup 2024 Soccer Matches Using Bayesian MCMC with a Poisson-Gamma Model

This analysis uses multivariate logistic regression to identify and quantify key predictors of early-stage diabetes risk.
R
Bayesian
Markov Chain Monte Carlo
Machine Learning
Football
July 29, 2024
Andres Gonzalez

Predicting Football Match Outcomes Using Bayesian Poisson-Gamma Distribution

Bayesian foundations for forecasting football: priors, likelihoods, and match‐outcome probabilities
R
Bayesian
Machine Learning
Football
July 20, 2024
Andres Gonzalez

Machine Learning Classification of Center-Back Player Types in Liga MX

This analysis uses multivariate logistic regression to identify and quantify key predictors of early-stage diabetes risk.
R
Classification
Machine Learning
Football
March 3, 2024
Andres Gonzalez
No matching items

The blog post listing is based on the website source of Andrew Heiss, who has put together an incredible listing template under CC-BY-SA 4.0 license. Thank you!

Back to top

© 2025 Andres Gonzalez ∙ Made with Quarto

  • Accessibility

  • Contact

  • License