All posts by Marc Richards

2017 NHL Win Totals and Elo Ratings

Below is a table of our 2017 NHL Season Simulation and Elo Ratings. The Projected Win Totals and Overtime Losses are used to calculate the Projected Point Totals. The column SD represents the standard deviation of point totals for each team. Rankings are based on Projected Point Totals generated from a Markov Chain Monte Carlo Simulation. Tune in to this post for weekly updates to these figures throughout the rest of the 2017 NHL Season.

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2017 NFL Win Totals and Elo Ratings

Below is a table of our 2017 NFL Playoff Simulation and Elo Ratings (heading into the Conference Championship games). Tune in for weekly updates to these figures throughout the 2017 NFL Playoffs Season. Our NFL Season Simulator Methodology and Elo Rating Methodology articles provide further explanation in how we calculate the probabilites of each team making it to each round of the playoffs as well as our Elo Ratings, respectively.

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NBA Lineup Evaluator: Spacing (2016-2017)

Below is a table of our NBA Lineup spacing metric applied to all NBA Lineups that played more than 50 minutes together in the 2016-2017 season. Our NBA Lineup Spacing metric seeks to quantify a lineup’s ability to generate and score from efficient shots (i.e. at the rim and from the three point line). For complete methodology behind the calculation, see here.

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NBA Lineup Evaluator: Spacing

Preface

First and foremost, I regret to inform you that this analysis is NOT done with player tracking data.

Secondly, I want to say this lineup metric is called spacing, but it is not really a measure of spacing; it is more a measure of how capable a lineup is of producing efficient shots. So, why call it spacing? Firstly, because spacing is catchy and trendy, but also because we believe that when the average fan thinks or hears the word spacing, they are generally thinking about maximizing the optimal shots in basketball: three-pointers and shots at the rim.

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Team Defense Projections – Week 17

Below are our projected Team Defensive Fantasy Points (based on ESPN Standard Scoring) for Week 17 of the 2017 NFL Season. These projections are from a model that takes into account a number of variables including team and player offensive and defensive metrics, situational factors in the game (such as, indoors or outdoors, divisional game, days of rest, and more), and lastly overall team rating measured by statistics such as our Elo Ratings. Continue reading Team Defense Projections – Week 17

NBA Lineup Evaluator: Diversity

In most sports and at most skill levels, if you are unpredictable in your movements and actions you will have a better chance at being successful; you’ll have a better chance of beating your defender if he doesn’t know what you’re going to do. Granted, at the end of the day, high-performance level always wins out, but one can give themselves a better chance of winning a battle by being unpredictable or diverse.

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Components Methodology: NBA Lineup Evaluator

This article details the methodology and calculations of the components found on our NBA Lineup Evaluator. Each component represents a different skill or ability an NBA lineup could have. We can use these to asses strengths and weaknesses of NBA lineups that have yet to play together, or that haven’t played enough minutes to accurately evaluate their performance. Data is trained from NBA Lineups from 2015-2017 that played at least 50 minutes together. All data comes from either NBA.com or Basketball-Reference.com.

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Team Defense Projections – Week 16

Below are our projected Team Defensive Fantasy Points (based on ESPN Standard Scoring) for Week 16 of the 2017 NFL Season. These projections are from a model that takes into account a number of variables including team and player offensive and defensive metrics, situational factors in the game (such as, indoors or outdoors, divisional game, days of rest, and more), and lastly overall team rating measured by statistics such as our Elo Ratings. Continue reading Team Defense Projections – Week 16