Introduction
Literature Review
1
Data
1.1
Description of Dataset
1.2
Data Cleaning
1.3
Exploratory Data Analysis
2
Models & Analysis
2.1
Description of Models
2.1.1
Generalized Linear Model
2.1.2
Hierarchical Generalized Linear Model
2.1.3
Discounted Likelihood Hierarchical Model
2.2
Analysis
2.2.1
Generalized Linear Model
2.2.2
Hierarchical Generalized Linear Model
2.2.3
Discounted Likelihood Hierarchical Model
3
Discussion
3.1
Evaluation of Models
3.2
Results from Model with
\(\delta\)
= 0.850
3.3
Conclusion
3.4
Future Goals
Appendix
A
Code for Models
A.1
Generalized Linear Model
A.2
Hierarchical Generalized Linear Model
A.3
Discounted Likelihood Hierarchical Model
B
Reproducing Evaluation Plots
B.1
Home Games Only
B.2
One Season Only
References
Published with bookdown
Bayesian Analysis of Player Performance over Time
B
Reproducing Evaluation Plots
B.1
Home Games Only
B.2
One Season Only
