Amrit Vignesh2023 NFL Adjusted EPA/Play Metrics and Strength of ScheduleWith nflverse data, I created a ridge regression model which creates adjusted EPA/Play metrics for NFL teams in the 2023 season offensively…5d ago5d ago
Amrit VigneshCreating a NFL Expected Points Added Metric Using Markov ChainsUsing nflverse data, I created another form of the popular Expected Points Added (EPA) metric using a Markov Chain, which is a stochastic…May 31May 31
Amrit VigneshMidfield Clustering For The Messi-Era Barcelona Through the YearsAlong with Anirudh Srinivasan, we created a clustering algorithm using advanced techniques such as affinity propagation and dynamic time…May 13May 13
Amrit VigneshNHL Expected PointsThe expected points metric has been used in soccer/football analytics involving tables where the xG (expected goals) accumulation…Apr 29Apr 29
Amrit VigneshDetermining Pitch Arsenal Versatility and Comparing to Pitch Quality/ProficiencyIn collaboration with Ryan Hanrahan to determine an idea, I determined the most versatile pitchers in the 2023 season using a very simple…Apr 151Apr 151
Amrit VigneshGenerating NBA Playoffs Upsets in Recent SeasonsUsing hoopR in the SportsDataVerse libraries, I looked at playoff upsets from 2019 to 2023 in each round (excluding 2020 due to the weird…Mar 17Mar 17
Amrit VigneshNFL Draft QB Prospect Analytical Big BoardAlong with Varun Ramanathan, we created a 2024 NFL Draft Quarterback Big Board using college football statistics. The statistics are…Mar 11Mar 11
Amrit VigneshPremier League Predicted PositionsI did this previously with NBA players and now I applied it to footy (soccer) players by predicting the positions of Premier League players…Mar 5Mar 5
Amrit VigneshAmerican Fan AnalysisI made my first ShinyApp, which is kind of tailored towards not only a sports population but a non-sports population. Based on a city and…Feb 26Feb 26
Amrit Vignesh2025 Hockey World Cup Lineup Predictions Finalized MethodlSo I kind of already have done this before but I wanted to expand (and make sure I do not have to do manual work to find nationalities)…Feb 22Feb 22