Following the same approach used for the model for forwards, we are going to build a model to predict 5v5 on-ice GF/60 for defensemen
Predicting On-Ice GF/60: Forwards
To forecast on-ice GF/60 for individual forwards, we will build a model following a similar process to the points predictor model.
Estimating Team Goals For and Against Rates
Today, we take the next step in building out the model and look at the how contributions to goals for and goals against rates from individual skaters can be combined to estimate team goal rates.
Predicting NHL Regular Season Point Percentage
Can we use data to find some teams that have overperformed and may end up fighting for their playoff lives down the stretch? What about underperforming teams that may find their groove just in time for the playoffs?
Can Defense Affect Shooting Percentage?
Hockey analysts often talk about limiting time and space for offensive players to make plays. If this does truly have an effect on the offensive players, we should be able to find support for it in the numbers.