Calculates the logarithmic, quadratic/Brier and spherical scoring rules based on generalized estimation equations.

Details

Package:
cvGEE
Type:Package
Version:
0.3-5
Date:2019-07-29
License:
GPL (>=3)

The package provides the estimated values of the scoring rules for each observation of the original dataset. These values can be summarized/averaged or used in figures to evaluate how the GEE performs in different ranges of the data.

References

Carvalho, A. (2016). An overview of applications of proper scoring rules. Decision Analysis 13, 223-242. doi:10.1287/deca.2016.0337

Liang, K.Y. and Zeger, S.L. (1986). Longitudinal data analysis using generalized linear models. Biometrika 73, 13-22. doi:10.1093/biomet/73.1.13