Stats class for College Baseball CSTV/GameTracker
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Updated
Apr 25, 2015 - Python
Stats class for College Baseball CSTV/GameTracker
Modeling of winning percentages as compared to those provided by Vegas
Analysis on the MLB strike zone based on data on pitches and calls.
Based on a tutorial I intend publishing soon. This is an analytics of the base ball data set found here: http://www.seanlahman.com/baseball-archive/statistics/
An interactive chart of the baseball statistic Wins Above Replacement
"I'd walk through hell in a gasoline suit to play baseball." - Pete Rose (Charlie Hustle). Python scripts to pull MLB Gameday and stats data, build models, predict outcomes, make plays.
Using a Random Forest model to estimate the win expectancy at any given pitch in a baseball game.
STAT406: Statistical Learning
Assignments and some notes for Sabermetrics class in SP18.
Class that takes a CVS file filled with data and creates another CVS file with each element converted to a percentile of the entire dataset
An attempt to compute fWAR of fangraphs.com for position players
Sabermetrics materials and research
An inferential test of the predictive ability of fWAR after making an array of changes to the equation
An attempt to find a confidence interval for position player fWAR
An inferential test of the predictive ability of the three most popular position-player WARs
Analysis and visualization of MLB Statcast for Giancarlo Stanton & Aaron Judge
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