Multivariate Generalized Linear Mixed Models for Ranking Sports Teams
Internal function for binary model.
Predict outcomes of games.
Multivariate Generalized Linear Mixed Models for Ranking Sports Teams
mvglmmRank
Internal Function for Normal MOV model
Internal Function for Normal-Binary Model
Internal Function for Normal-Binary Model
Internal Function for Normal Model
Internal Function for Poisson-binary Model
Internal Function for Poisson Model
Maximum likelihood estimates are obtained via an EM algorithm with either a first-order or a fully exponential Laplace approximation as documented by Broatch and Karl (2018) <doi:10.48550/arXiv.1710.05284>, Karl, Yang, and Lohr (2014) <doi:10.1016/j.csda.2013.11.019>, and by Karl (2012) <doi:10.1515/1559-0410.1471>. Karl and Zimmerman <doi:10.1016/j.jspi.2020.06.004> use this package to illustrate how the home field effect estimator from a mixed model can be biased under nonrandom scheduling.