Rest of Season RB Ranks – Week 7

Now that several players have six games worth of data for 2017, the model will be at its strongest point from here on out. That’s because I’ve shown before that six games of recent data is the most predictive in terms of predicting future performance, at least for a single-term model. Adding other terms, we get a model that has an out-of-sample R-squared value of 0.45, meaning the model explains about 45 percent of the total variation in fantasy points per game from here to the end of the fantasy season (through Week 16). The terms in the Week 7 model are:
  • PPR points per game Weeks 1-6
  • Rushing yards per game Weeks 1-6
  • Current week Depth Chart
  • Receiving yards per game over the player’s last 16 games played
  • Age
This captures several things. First, it captures form this year, especially on the ground. Second, it captures long-term receiving form. Most running backs don’t transition from a scat-back role to a bruiser role, so long-term receiving form is quite stable. The Depth Chart is admittedly a bit hacked, as it’s trained and tested separately only on 2017 data since I don’t have week-to-week depth chart data prior to 2017. Finally, age is significant and has been every week I’ve run the model. As a reminder, to qualify for the model a player had to meet the following criteria:
  1. Minimum 5 opportunities per game (targets+rushes)
  2. Minimum 3 games played
Here’s the rest of season rankings heading into Week 7.

Rest of Season RB Ranks – PPR

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By RotoDoc | @RotoDoc | Archive