Projects
Cluster Validity Indices
code
ML
algorithms
college
This project was the seminal work of my master’s degree in statistics.
Power Analysis Calculator
code
statistics
designs
This post is a walkthrough of various power analyses in R.
XGBoost
code
ML
algorithms
college
A notebook on what XGBoost is and how it works, including a sample application to forest cover types.
Randomization Schemas
code
statistics
designs
college
This project is a full demonstration of designing an experiment, with an application in Shiny.
Naive Bayes
code
ML
algorithms
college
A quick notebook on how to create and interpret naive bayes models.
Logistic Regression with caret
code
ML
algorithms
college
A quick notebook on how to create and interpret LR models.
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