varjmcm

Estimations for the Covariance of Estimated Parameters in Joint Mean-Covariance Models

CRAN Package

The goal of the package is to equip the 'jmcm' package (current version 0.2.1) with estimations of the covariance of estimated parameters. Two methods are provided. The first method is to use the inverse of estimated Fisher's information matrix, see M. Pourahmadi (2000) doi:10.1093/biomet/87.2.425, M. Maadooliat, M. Pourahmadi and J. Z. Huang (2013) doi:10.1007/s11222-011-9284-6, and W. Zhang, C. Leng, C. Tang (2015) doi:10.1111/rssb.12065. The second method is bootstrap based, see Liu, R.Y. (1988) doi:10.1214/aos/1176351062 for reference.


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  • Depends1 package
  • Imports3 packages