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rsconnect/documents
BayesGoalies.R
BayesGoalies_RollingGame.R
FranchiseEloDerivatives.Rmd
GoalGradientAscent.Rmd
Goal_Surfaces.Rmd
Goal_Surfaces.html
Goalie-Points-Contribution.R
Goalie-Projections-201819.Rmd
Goalie-Projections.Rmd
Goalie-Projections_9OCT2017.Rmd
GoalieDashboard.Rmd
GoalieDensityDashboard.Rmd
Measuring Goaltending Performance using Bayesian Analysis and Expected Goals - Final.pptx.zip
README.md
RVH_Research.Rmd
RVH_Research.html
RVH_Research.tex
Rplots.pdf
SimulationGoalieSeasons.R
TeamGradientAscent.Rmd
data.csv
goal_surface_df.csv
goal_surface_df_combos.csv
hockey_goalies_roster.csv
hockey_skaters_roster.csv
locations_only_1718.csv
skater_name_xwalk.csv
team_day_ratings_lag.csv
xG_Forecasting.R
xG_Goalie_Plots_18.Rmd
xG_Model_Plots.R
xG_Model_nhlscrapr.R
xG_Model_pyscrape.R
xG_Plots_18.Rmd
xG_xR_Model_Explained.ipynb

README.md

xG Model contains xG research and derivative analyses:

  1. xG_xR_Model_Explained.ipynb - Takes raw data from nhlscrapr and create goaltender-centric xG model
  2. xG_Goalie_Plots_18.Rmd - Visualization of player performance
  3. TeamGradientAscent.Rmd - Team goal scoring analysis
  4. RVH_Research.html - Tactical research
  5. GoalieDensityDashboard.Rmd - Performance dashboard
  6. FranchiseEloDerivatives.Rmd - Franchise power rankings
  7. Goalie-Projections-201819.Rmd - Performance projections (ongoing)

CREATED BY: Cole Anderson (cole92anderson@gmail.com) LAST UPDATED: 05/07/2017