Modules By Topic

An Exploration of Pitch Sequencing in Baseball

Transition Matrices

Expectancy Matrics

Logistic Regression

Assessing pitch sequence through Transition Matrices

Max Felter, Matt Toner, and Rachel Gidaro

BlackJack Logistic Regression

Logistic Regression

Binary Data

An Introduction to Logistic Regression Using BlackJack

Andrew Tran, Nicholas Clark

Does Footedness Impact Free-Kick Accuracy?

T-test

Exploratory Analysis

Does Footedness Impact Free-Kick Accuracy?

Bridget Ge, Claire Tsay

Expected Goals in Lacrosse

Logistic Regression

Decision Trees

Gini index

An Introduction to Expected Goals Using Lacrosse

Ryan Sellew, Andrew Lee

Expected Goals in Soccer

Logistic Regression

Feature Engineering

Under Sampling

An Introduction to Expected Goals Using Soccer

Colman Kim, Andrew Lee

FIRST Robotics Competition - Winning Chances

Brier score

prediction assessment

Evaluating the predicted winning probabilities against the actual outcomes.

Indoor Obstacle Course Test

Collinearity

Multiple Regression

Learning about collinearity using IOCT Data

Linear Regression with Categorical Variables and ANOVA: Ace Rates in Tennis by Surface

ANOVA

Tennis

Using tennis to teach ANOVA and linear regression with categorical variables

Ordinal Logistic Regression Basketball Salary Prediction

Ordinal Regression

An Introduction to Ordinal Regression Using Basketball

John Beggs, Skyler Chauff

Predicting Allstars

F1 Score

Confusion Matrix

Model Assessment

Model Assessment through TPR/FPR, PPV/NPV, and F1 Score

Garrett Salisbury