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CircStats - Circular Statistics, from "Topics in Circular Statistics" (2001)

Circular Statistics, from "Topics in Circular Statistics" (2001) S. Rao Jammalamadaka and A. SenGupta, World Scientific.

Last updated

6.67 score 3 stars 25 dependents 314 scripts 6.6k downloads

GSE - Robust Estimation in the Presence of Cellwise and Casewise Contamination and Missing Data

Robust Estimation of Multivariate Location and Scatter in the Presence of Cellwise and Casewise Contamination and Missing Data.

Last updated

openblascpp

4.25 score 4 dependents 23 scripts 3.2k downloads

robustvarComp - Robust Estimation of Variance Component Models

Robust Estimation of Variance Component Models by classic and composite robust procedures. The composite procedures are robust against outliers generated by the Independent Contamination Model.

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1.90 score 26 scripts 3.1k downloads

robreg3S - Three-Step Regression and Inference for Cellwise and Casewise Contamination

Three-step regression and inference for cellwise and casewise contamination.

Last updated

1.48 score 1 dependents 3 scripts 196 downloads

robustsur - Robust Estimation for Seemingly Unrelated Regression Models

Data sets are often corrupted by outliers. When data are multivariate outliers can be classified as case-wise or cell-wise. The latters are particularly challenge to handle. We implement a robust estimation procedure for Seemingly Unrelated Regression Models which is able to cope well with both type of outliers. Giovanni Saraceno, Fatemah Alqallaf, Claudio Agostinelli (2021) <doi:10.48550/arXiv.2107.00975>.

Last updated

1.00 score 1 scripts 227 downloads