====== Multivariate Covariance Generalized Linear Models ======

  * Title: Multivariate Covariance Generalized Linear Models
  * Authors: Wagner H. Bonat, Bent Jørgensen
  * Journal: Journal of Royal Statistical Society - Series C (Applied Statistics)
  * Status: Accepted

===== Reference =====

  * Status: to appear

<bibtex>
@article{BonatJorgense2015,
     title = {Multivariate Covariance Generalized Linear Models},
     author = {Bonat, W. H. and Jørgensen, B.},
     journal = {to appear},
     volume = {},
     number = {},
     pages = {},
     year = {2015},
     url = {},
     doi = {},
}
</bibtex>


=== Supplementary Material ===
{{:publications:papercompanions:supmaterial.pdf|Supplementary material}}

=== Data sets ===
{{:pessoais:wbonat:dataset1.txt| Data set 1: Australian health survey.}}

{{:publications:papercompanions:dataset2.txt| Data set 2: Respiratory physioterapy on premature newborns.}}

{{:publications:papercompanions:dataset3.txt| Data set 3: Venezuelan rainfall data.}}


=== Code ===
{{:publications:papercompanions:analyse1.r| Example 1:  Australian health survey.}}

{{:publications:papercompanions:analyse2.r| Example 2: Respiratory physioterapy on premature newborns.}}

{{:publications:papercompanions:analyse3.r| Example 3: Venezuelan rainfall data.}}

=== Generic functions ===
{{:publications:papercompanions:functionsmcglm.r| Functions to fit McGLMs.}}

{{:publications:papercompanions:mcglm.r| GLM-style syntax to fit McGLMs.}}

{{:publications:papercompanions:cglm.r| GLM-style syntax to fit cGLMs (useful only for example 3).}}