Robust DPD Methods for Casewise and Cellwise Contamination

Robust multivariate estimation based on multivariate, composite and componentwise Density Power Divergence (DPD) minimization in multivariate normal distribution for casewise and cellwise contamination. Robust estimation for multivariate ordered gamma model using multivariate and composite DPD minimization. See A. Ghosh, C. Agostinelli, and A. Basu (2026) A Composite Divergence Approach to Robust Multivariate Estimation under Cellwise and Casewise Contamination. for full details.


Reference manual

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install.packages("mvdpd")

0.1-1 by Claudio Agostinelli, 2 months ago


Browse source code at https://github.com/cran/mvdpd


Authors: Claudio Agostinelli [aut, cre] , Abhik Ghosh [aut] , Ayanendranath Basu [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports MASS

Suggests knitr, robustbase, cellWise, dplyr, ggplot2, reshape2, tidyr


See at CRAN