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The RAPM model uses ridge regression to quantify NHL player impact while accounting for linemates, opposition, gamestate, rest and more. RAPM is the best available method for quantifying the true impact of NHL skaters.

• Single Season Cards: uses input data for only the listed season to estimate player impact on Goals, xGoals, Corsi, Shots and Shot Quality for and against.
• Three Season Cards: uses input data for three consecutive seasons to estimate player impact on Goals, xGoals, Corsi, Shots and Shot Quality for and against. The Three Season cards are more reliable due to the larger dataset.

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