Metahockey

Showing all 16 works that have the tag Big Data Cup or synonyms:

It's Better to be Good than 'Puck-y': An Analysis of Player Skill Using Expected Goals

Article
2021 · Tej Seth and Santiago Casanova
Win ProbabilityLogistic RegressionxGPlayer ClusteringBig Data CupBig Data Cup 2021

VAEP in Hockey to put a value on zone entries

Article
2021 · Tim Keller
Big Data CupWomen's HockeyZone Entries

Utilizing Decision Trees with Expected Goals to Understand High-Probability Scoring Chances in Women’s Hockey

Article
2021 · Nicolas Wispinski
Big Data CupWomen's HockeyDecision TreesxG

WHKYHAC - The Shot Chain

Conference
2021 · Mikael Nahabedian, Brendan Kumagai, Thibaud Châtel, and Tyrel Stokes
International HockeyBig Data CupNWHL/PHFxG

Projecting Win Probability in Women’s Hockey

Article
Year Unknown · Evan Cheney, Adrian Cadena, and Pablo Landeros
Big Data CupPre-Shot MovementWin ProbabilityWomen's HockeyExpected Goals / xG

Hot Routes: An analysis of powerplay entry paths

Article
2021 · Jacob Fahringer
Hierarchical Classification ModelBig Data CupPassingPre-Shot MovementWomen's Hockey

Teamwork Makes the Dream Work - Determining Which Pass Types Create High Quality Chances in Women’s Hockey

Article
2021 · Ian Astalosh
Big Data CupPassingPre-Shot MovementWomen's HockeyxG

Big Data Cup 2021 - Data

Files - Compiled Data
2021 · Stathletes
Big Data CupWomen's HockeyPlay By PlayTracking DataNCAANWHL/PHF

A Framework for Assesing Shooting and Passing Skill in the NWHL

Article
2021 · Dani Treisman
Big Data CupPassingWomen's HockeyGeneralized Linear Mixed ModelsNWHL/PHFxG

The Pass is Right: An Analysis of Decision Making To Improve Scoring Chance in Women's Hockey

Article
2021 · Tej Seth and Santiago Casanova
Gradient Boosting AlgorithmBig Data CupPassingWomen's HockeyNWHL/PHFxG

Passing patterns, passing efficiency, and Expected Goals on the Power Play

Article
2021 · Ben Brill and Will Mosher
Big Data CupPassingPre-Shot MovementWomen's HockeyPowerplayxG

Shoot Your Shot: How the on-ice situation changes shot location

Article
2021 · Ben Howell and Michelle Jay
Big Data CupWomen's HockeyShot DistanceShot QualityNWHL/PHFScoring / GoalsShots / Shooting

Valuing Individual Contributing Events (V-ICE) in Hockey

Article
2021 · Ethan Douglas, Sean Clement, Nick Wan, and Ian Greengross
Big Data CupOlympicsPre-Shot MovementNCAANWHL/PHFxGWomens's Hockey

Measuring Passing Skill in the NWHL

Article
2021 · Ben Howell
Big Data CupPassingWomen's HockeyRRegressionBayesianMixed ModelsNWHL/PHFModel(s)

Aging Curves in the NWHL

Article
2021 · Ben Howell
Big Data CupWomen's HockeyRRegressionNWHL/PHFAging Curve(s)MarcelsModel(s)Projection(s)

How Do We Get There: Quantifying Pass Types and Their Value

Article
2021 · Ben Howell
Big Data CupPassingPre-Shot MovementWomen's HockeyPlayer EvaluationShot DistanceShot QualityNWHL/PHFExpected Goals / xGScore EffectsScoring / GoalsShots / Shooting