Metahockey

Showing all 22 works that have the tag Expected Goals or synonyms:

HockeyStatCards.com

Website
2023 · Cole Palmer
Expected GoalsGame ScoreNHL

Natural Stat Trick

Website
2023 · Brad T.
Expected GoalsScore EffectsNHL

A Whykyhac Project Directory

Conference
2021 · Mike Murphy
NWHL/PHFExpected Goals / xG

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

NHL Expected Goals Model

Project Code Repository
2018 · Harry Shomer
Gradient Boosting AlgorithmExpected GoalsModelPythonRandom ForestLogistic RegressionNHL

OHL-xG-Data-and-Code

Files - Compiled Data
2018 · Evan Oppenheimer
RxGOHL

xG Model

Project Code Repository
2017 · Cole Anderson
PythonRxG

xG Model

Project Code Repository
Year Unknown · Matthew Barlowe
RInactivexG

HockeyViz

Website
2023 · Micah Blake McCurdy
Data VisualizationxGNHL

2018-2020 CWHL Team Stats

Files - Compiled Data
2020 · Giants in the Crease
Women's HockeyShot QualityTeamCWHLCounting StatsExpected Goals / xGShots / Shooting

2018-2019 CWHL Player Stats

Files - Compiled Data
2020 · Giants in the Crease
Women's HockeyShot QualityCWHLCounting StatsGoalies / GoaltendingExpected Goals / xGShots / Shooting

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

[2021 Worlds Quarterfinal Preview: Switzerland vs Russia]

Article
2021 · Mike Murphy
International HockeyPlayer AnalysisWorld ChampionshipsxG

WHKYHAC - The Shot Chain

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

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

Shooter Talent xG Model

Project Code Repository
2018 · Harry Shomer
ModelPythonShootingxGNHL

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

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

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

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