data folder contains:
- points dataset containing goal rates from Evolving-Hockey
- RAPM dataset containing RAPM metrics from Evolving-Hockey
Please note that the proprietary tracking data from Stathletes is not included
code folder contains:
data_prep.Rscript that readies dataset for analysis
analysis.Rscript that contains exploratory data analysis and estimates causal effects due to different zone entries using propensity score matching and BART
nhl-rink.Rscript that contains code to generate the spatial plot included in script above
Summary.Rmdscript that generates a short summary of the project
This folder contains important causal inference and NHL literature.
This folder contains important figures and results.
This folder contains the poster presented at the 2019 New England Symposium on Statistics in Sports, Boston, MA.
Please see Summary.Rmd file for the code generating this page: http://rpubs.com/atoumi/zone-entries-nhl