Jasper Dong

Hi, my name is Jasper Dong and I am a third year Statistics major at UC Davis.

I am broadly interested in environmental and social applications of data science through statistical and machine learning methods, with experience in R, Python, SQL, and MATLAB. Some areas that I am passionate about are policy analysis, geoinformatics, and digital entertainment.

I love to write! Some of the topics that I like to write about are cultural phenomenon, film analysis, and just about any sort of introspective topic that I can think of! Other things I enjoy in my free time are traveling, visiting local bakeries, and attempting to be a decent cook.


Hospital Stay Prediction

  • Simple Linear Regression
  • Model Diagnostics
  • Interpretation

Physician Prediction

  • Multiple Linear Regression
  • Model Selection
  • Model Diagnostics
  • Interpretation

Climate Change Analysis

  • EDA
  • Data Visualization
  • Time Series Analysis

Contraceptive Use Prediction

  • Logistic Regression
  • Linear Discriminant Analysis
  • Cross Validation

Multiclass Classifcation - Predicting Diseases given Symptoms

  • Hierarchical Clustering
  • Random Forest


    A fun little project created in 24 hours for HackDavis 2024! A web-based database application for scraping and rendering posts from housing Facebook groups, using MongoDB, Node, and React.

Sustainable Analysis of Hydropower

A sustainable analysis of the history, social impacts, and design of conventional hydropower as a contemporary energy source.