cvGEE {cvGEE}

Proper Scoring Rules for Generalized Estimating Equations

Description

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

Details

Package:	cvGEE
Type:	Package
Version:	0.3-0
Date:	2019-07-20
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.

Author(s)

Dimitris Rizopoulos

Maintainer: Dimitris Rizopoulos <[e-mail]>

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