Amrit VigneshUPDATE To Pitcher Predictability MetricI made a post around 2 months ago describing a metric I made to quantify predictability in a pitcher…Sep 18Sep 18
Amrit VigneshMost Impactful Rebounders In The NBAThe rebounding ability of players has typically been viewed in relation to the volume of offensive and defensive rebounds. Ardent fans…Aug 6Aug 6
Amrit VigneshNFL Pass Rate Over Expected By Coach Adjusted by Team Quality“Pass Rate Over Expected” has been popularized as one of the main expectation metrics with a publicly available model through nflverse as…Jul 13Jul 13
Amrit VigneshCreating A Pitching Metric To Describe Unpredictability In Pitch TypesI wanted to explore the predictability of pitchers and attempted to do that by creating a “Deviation From Expected Pitch” (DFEP) metric…Jul 5Jul 5
Amrit VigneshCreating GOPV for NHL Goalies: Goalie OverPerformance ValueIn order to evaluate NHL goalie performance in some manner, I created a metric called “Goalie Overperformance Value” or GOPV which acts as…Jun 28Jun 28
Amrit VigneshCreating Progressive Playmaking Values For Passing and Carrying For EURO 2024Using data from the FBRef updated till the games of 6/22/24 (meaning that 2 games are done for each team in the Group Stage), I used…Jun 23Jun 23
Amrit VigneshOffensive and Defensive Ratings Of 2024 NBA Draft College ProspectsAs the NBA draft approaches us in a week, I wanted to create offensive and defensive ratings for the draft prospects. Using cbbdata, I…Jun 19Jun 19
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…Jun 8Jun 8
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
