Metahockey

Showing all 67 works that are in the format Article:

Identifying Player Archetypes in Women’s Hockey

2021 · Carleen Markey and Nayan Patel

Women's HockeyPlayer EvaluationPlayer Archetypes

Examining Player Development in NCAA DI Women’s Hockey with Game Score Pt. 1

2020 · Mike Murphy

PredictionNCAAProspects

Applying Analytics To The 2019 Women's Worlds

2019 · Lucas Aykroyd

Women's HockeyInterviewIIHF

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

2021 · Ben Howell and Michelle Jay

Big Data CupWomen's HockeyShot DistanceShot QualityNWHL/PHFScoring / GoalsShots / Shooting

WHAC: Women's Hockey Aging Curves

2019 · Carleen Markey

Women's HockeyCWHLAging Curve(s)

Revisiting NWHL Game Score

2019 · Mike Murphy

Women's HockeySkatersNWHL

NWHL ELO Ratings Part 2

2021 · @hockeyelo

Women's HockeyPredictionQuality of CompetitionNWHL/PHF

The Ice Garden - Women's Hockey Analytics Primer

2018 · Mike Murphy, Shayna Goldman, and Alyssa Longmuir

AnalyticsIntroductionWomen's HockeyPrimerAnalytics 101

NWHL ELO Ratings Part 1

2021 · @hockeyelo

Women's HockeyPredictionQuality of CompetitionNWHL/PHF

Practical Concerns: “The Blind Side”, Intangibles and My Off-Season Plan At McGill

2016 · Jack Han

Women's HockeyCoachingScoutingNCAA

An Introduction to NWHL Game Score

2018 · Shawn Ferris

Women's HockeyGame ScoreNWHL/PHFHockey-Graphs

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

2021 · Ben Howell

Big Data CupPassingPre-Shot MovementWomen's HockeyPlayer EvaluationShot DistanceShot QualityNWHL/PHFExpected Goals / xGScore EffectsScoring / GoalsShots / Shooting

25 Greatest Goalies Of Women's Hockey History

2017 · Giants in the Crease

Women's HockeyGoalies / Goaltending

Women's Olympic Hockey Predictions

2018 · Matt Cane

OlympicsWomen's HockeyPredictionMixed Effects ModelsModel(s)

Measuring Passing Skill in the NWHL

2021 · Ben Howell

Big Data CupPassingWomen's HockeyRRegressionBayesianMixed ModelsNWHL/PHFModel(s)

Aging Curves in the NWHL

2021 · Ben Howell

Big Data CupWomen's HockeyRRegressionNWHL/PHFAging Curve(s)MarcelsModel(s)Projection(s)

Contextualizing Historical Data and Current Projects in Women's Hockey

2021 · Carleen Markey

ArchivingWomen's HockeyWHKYHAC

Using Shot Tracking and Transitional Play Data to Quantify the Systemic Differences Between Men's and Women's Hockey

2020 · Nayan Patel

Women's HockeyMen's HockeyNCAAProspectsShots / Shooting

Predicting Breakout Seasons in NCAA Division 1 Women's Hockey

2021 · Nayan Patel, Gabriella Fundaro, and An Nguyen

Women's HockeyNCAABreakout SeasonsProspects

A Framework for Assesing Shooting and Passing Skill in the NWHL

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

2021 · Tej Seth and Santiago Casanova

Gradient Boosting AlgorithmBig Data CupPassingWomen's HockeyNWHL/PHFxG

Introducing NWHLe and Translation Factors

2020 · Mike Murphy

NWHL/PHFNHLeTranslation Factors

VAEP in Hockey to put a value on zone entries

2021 · Tim Keller

Big Data CupWomen's HockeyZone Entries

Projecting Win Probability in Women’s Hockey

Year Unknown · Evan Cheney, Adrian Cadena, and Pablo Landeros

Big Data CupPre-Shot MovementWin ProbabilityWomen's HockeyExpected Goals / xG

Net Front Presents: A Guide to Getting the Most of Your Trip to the Crease

2021 · Gianni Ginocchi, Maxime Tellier, and Zack Townson

PassingPre-Shot MovementWomen's Hockey

Valuing Individual Contributing Events (V-ICE) in Hockey

2021 · Ethan Douglas, Sean Clement, Nick Wan, and Ian Greengross

Big Data CupOlympicsPre-Shot MovementNCAANWHL/PHFxGWomens's Hockey

Hot Routes: An analysis of powerplay entry paths

2021 · Jacob Fahringer

Hierarchical Classification ModelBig Data CupPassingPre-Shot MovementWomen's Hockey

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

2021 · Nicolas Wispinski

Big Data CupWomen's HockeyDecision TreesxG

Examining Player Development in NCAA DI Women’s Hockey with Game Score Pt. 2

2020 · Mike Murphy

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

2021 · Ben Brill and Will Mosher

Big Data CupPassingPre-Shot MovementWomen's HockeyPowerplayxG

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

2021 · Ian Astalosh

Big Data CupPassingPre-Shot MovementWomen's HockeyxG

[2021 Worlds Quarterfinal Preview: Switzerland vs Russia]

2021 · Mike Murphy

International HockeyPlayer AnalysisWorld ChampionshipsxG

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

2021 · Tej Seth and Santiago Casanova

Win ProbabilityLogistic RegressionxGPlayer ClusteringBig Data CupBig Data Cup 2021

Testing the Significance of Quality of Competition

2014 · Domenic Galamini

Quality of Competition

How Valuable is Ryan Johansen to the Columbus Blue Jackets?

2014 · Domenic Galamini

Own The PuckContract NegotiationsPlayer AnalysisColumbus Blue Jackets

Re-Evaluating Dion Phaneuf — A Victim of Miscalculation

2014 · Domenic Galamini

Toronto Maple LeafsPlayer AnalysisPlayer DeploymentPlayer UsageOwn The Puck

Possession Isn't Everything… with the Exception of Defensemen

2014 · Domenic Galamini

Own The PuckData AnalysisCorsiPDOPossession StatsSave PercentageShooting Percentage

Nazem Kadri: Is He First Line Material?

2014 · Domenic Galamini

Own The PuckToronto Maple LeafsPlayer Analysis

Reasons Behind the Failure to Accurately Evaluate NHL Defensemen

2015 · Domenic Galamini

Own The PuckNational Hockey LeagueDefendersShot SuppressionPoint Production

The Impact of Cognitive Biases on our Evaluation of Play

2015 · Domenic Galamini

Own The PuckAvailability HeuristicCognitive BiasConfirmation BiasEye Test

Using Marcels to Forecast Player Performance in Hockey

2015 · Domenic Galamini

Own The PuckMarcelsNHLPlayer PerformanceProjectionsForecasting

Quantifying The Importance of Handedness

2016 · Domenic Galamini

Hockey-GraphsRegressionNational Hockey LeagueDefendersLinear Regression

HERO Charts (Old Version) - Frequently Asked Questions

2017 · Domenic Galamini

Own The PuckNHLMarcelsSecondary AssistsShot ImpactsRidge Regression

Comparing Scoring Talent With Empirical Bayes

2018 · Domenic Galamini

Hockey-GraphsScoring RateNHLEmpirical Bayes

Patrik Laine Is A Better Shooter Than You

2019 · Domenic Galamini

Own The PuckNHLGeneralized Linear Mixed ModelsMixed Linear RegressionR

Maximizing Predictive Ability by Regressing On-ice Percentages (at the Player Level)

2015 · Domenic Galamini

Own The PuckRegressionPrediction

Update: Usage Adjusted Possession Numbers

2015 · Domenic Galamini

Own The PuckZone StartsPlayer Usage

Howe and Why: AHL Translations, Over Age 26

2011 · Robert Vollman

Howe and WhyHockey ProspectusNHLAHLTranslation FactorsProspectsProjections

Howe and Why: AHL Translations, Under Age 23

2011 · Robert Vollman

Howe and WhyHockey ProspectusNHLAHLTranslation FactorsProspectsProjections

Howe and Why: AHL Translations, Summary

2011 · Robert Vollman

Howe and WhyHockey ProspectusNHLAHLTranslation FactorsProspectsProjectionsMetric Evaluation

Howe and Why: Projecting Future Scoring

2009 · Robert Vollman

Howe and WhyHockey ProspectusNHLAHLProjectionGoalscoringSimilarity Score

Howe and Why: Goals Versus Salary, 2011-12

2012 · Robert Vollman

Howe and WhyHockey ProspectusNHLGoals Versus SalarySalary Cap

Howe and Why: Quality Starts

2009 · Robert Vollman

Howe and WhyHockey ProspectusNHLGoaltendingQuality StartMetric Creation

Howe and Why: Oz Coke Charts

2011 · Robert Vollman

Howe and WhyHockey ProspectusNHLData VisualizationZone StartsQuality of Competition

Howe and Why: Using Playoff Scoring To Predict The Following Season

2009 · Robert Vollman

Howe and WhyHockey ProspectusNHLNHL PlayoffsPrediction

Howe and Why: AHL Translations, Age 23-26

2011 · Robert Vollman

Howe and WhyHockey ProspectusNHLAHLTranslation FactorsProspectsProjections

Howe and Why: Passes

2012 · Robert Vollman

Howe and WhyHockey ProspectusNHLPassingShootingAdvanced Statistics

Howe and Why: Translation Factors and the AHL

2009 · Robert Vollman

Howe and WhyHockey ProspectusNHLAHLTranslation FactorsProspects

Howe and Why: How Good is Snepsts?

2011 · Robert Vollman

Howe and WhyHockey ProspectusNHLMetric EvaluationSnepstsVUKOTAPoints per Game

Howe and Why: AHL Translations Revisited

2011 · Robert Vollman

Howe and WhyHockey ProspectusNHLAHLTranslation FactorsProspectsMetric Evaluation

Howe and Why: Ten Ways to Measure Defensive Contributions

2010 · Robert Vollman

Howe and WhyHockey ProspectusDefenders

NHL Translations

2017 · Robert Vollman

Hockey AbstractTranslation FactorsNHLInactive

Howe and Why: Relief Goaltending

2011 · Robert Vollman

Howe and WhyHockey ProspectusNHLGoaltendingData VisualizationCorrelation

Stop Worrying About Shot Parity

2017 · Shawn Ferris

Hockey-GraphsShotsCorsiNHLParity

Stop Worrying About Shot Parity

2017 · Shawn Ferris

Hockey-GraphsShotsCorsiNHLParity

Using Data to Inform Shorthanded Neutral Zone Decisions

2020 · Shawn Ferris

Hockey-GraphsPenalty KillPower KillShorthandedNeutral ZoneTacticsDecision Making

Should the Bruins break with tradition and start resting players?

2018 · Shawn Ferris

Boston BruinsDecision MakingResting PlayersInjuries