Josh Fontes's repositories
Principal-Component-Regression-Superconductors
A research paper detailing the model building process of principal component regression using mathematical notation and a demonstration using the superconductivity dataset from the UCI machine learning repository.
Ebola-SIR-Model
Modeled spread of 2014 Ebola outbreak using differential equations and presented research at an academic Mathematics Colloquium
Hops-Alpha-Acids-Regression
Used simple linear regression to analyze the relationship between soil nutrient supply rates and hop alpha acid content and presented a research poster at an undergraduate research symposium.
Multiple-Regression-Airbnb-SantaClara
A group research paper exploring multiple regression techniques to predict the rental prices of Airbnb locations in Santa Clara country, CA.
Multivariate-Heart-Disease
A group paper that explores utilizing different multivariate statistical techniques to examine different facets of heart disease