Amrit Vignesh·Mar 3, 2025Using a Linear Mixed Model to Rate NFL Rushing CoresGetting back on that personal project grind. I created a linear mixed model to create rusher ratings (not necessarily just running backs…
Amrit Vignesh·Feb 26, 2025Analytically Determining the Best D1 College Basketball Conferences (Pre-Realignment)Haven’t done a personal project in a while but thought it would be nice to get back on the grind. With March Madness coming up, I thought…
Amrit Vignesh·Sep 18, 2024UPDATE To Pitcher Predictability MetricI made a post around 2 months ago describing a metric I made to quantify predictability in a pitcher…
Amrit Vignesh·Aug 6, 2024Most 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…
Amrit Vignesh·Jul 13, 2024NFL 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…
Amrit Vignesh·Jul 5, 2024Creating 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…
Amrit Vignesh·Jun 28, 2024Creating 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…
Amrit Vignesh·Jun 23, 2024Creating 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…
Amrit Vignesh·Jun 19, 2024Offensive 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…
Amrit Vignesh·Jun 8, 20242023 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…
