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rrcov: Scalable Robust Estimators with High Breakdown Point

Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point: principal component analysis (Filzmoser and Todorov (2013), &lt;<a href="https://doi.org/10.1016%2Fj.ins.2012.10.017" target="_top">doi:10.1016/j.ins.2012.10.017</a>&gt;), linear and quadratic discriminant analysis (Todorov and Pires (2007)), multivariate tests (Todorov and Filzmoser (2010) &lt;<a href="https://doi.org/10.1016%2Fj.csda.2009.08.015" target="_top">doi:10.1016/j.csda.2009.08.015</a>&gt;), outlier detection (Todorov et al. (2010) &lt;<a href="https://doi.org/10.1007%2Fs11634-010-0075-2" target="_top">doi:10.1007/s11634-010-0075-2</a>&gt;). See also Todorov and Filzmoser (2009) &lt;urn:isbn:978-3838108148&gt;, Todorov and Filzmoser (2010) &lt;<a href="https://doi.org/10.18637%2Fjss.v032.i03" target="_top">doi:10.18637/jss.v032.i03</a>&gt; and Boudt et al. (2019) &lt;<a href="https://doi.org/10.1007%2Fs11222-019-09869-x" target="_top">doi:10.1007/s11222-019-09869-x</a>&gt;.



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rrcov: Scalable Robust Estimators with High Breakdown Point

https://cran.rstudio.com/web/packages/rrcov/index.html

Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point: principal component analysis (Filzmoser and Todorov (2013), &lt;<a href="https://doi.org/10.1016%2Fj.ins.2012.10.017" target="_top">doi:10.1016/j.ins.2012.10.017</a>&gt;), linear and quadratic discriminant analysis (Todorov and Pires (2007)), multivariate tests (Todorov and Filzmoser (2010) &lt;<a href="https://doi.org/10.1016%2Fj.csda.2009.08.015" target="_top">doi:10.1016/j.csda.2009.08.015</a>&gt;), outlier detection (Todorov et al. (2010) &lt;<a href="https://doi.org/10.1007%2Fs11634-010-0075-2" target="_top">doi:10.1007/s11634-010-0075-2</a>&gt;). See also Todorov and Filzmoser (2009) &lt;urn:isbn:978-3838108148&gt;, Todorov and Filzmoser (2010) &lt;<a href="https://doi.org/10.18637%2Fjss.v032.i03" target="_top">doi:10.18637/jss.v032.i03</a>&gt; and Boudt et al. (2019) &lt;<a href="https://doi.org/10.1007%2Fs11222-019-09869-x" target="_top">doi:10.1007/s11222-019-09869-x</a>&gt;.



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https://cran.rstudio.com/web/packages/rrcov/index.html

rrcov: Scalable Robust Estimators with High Breakdown Point

Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point: principal component analysis (Filzmoser and Todorov (2013), &lt;<a href="https://doi.org/10.1016%2Fj.ins.2012.10.017" target="_top">doi:10.1016/j.ins.2012.10.017</a>&gt;), linear and quadratic discriminant analysis (Todorov and Pires (2007)), multivariate tests (Todorov and Filzmoser (2010) &lt;<a href="https://doi.org/10.1016%2Fj.csda.2009.08.015" target="_top">doi:10.1016/j.csda.2009.08.015</a>&gt;), outlier detection (Todorov et al. (2010) &lt;<a href="https://doi.org/10.1007%2Fs11634-010-0075-2" target="_top">doi:10.1007/s11634-010-0075-2</a>&gt;). See also Todorov and Filzmoser (2009) &lt;urn:isbn:978-3838108148&gt;, Todorov and Filzmoser (2010) &lt;<a href="https://doi.org/10.18637%2Fjss.v032.i03" target="_top">doi:10.18637/jss.v032.i03</a>&gt; and Boudt et al. (2019) &lt;<a href="https://doi.org/10.1007%2Fs11222-019-09869-x" target="_top">doi:10.1007/s11222-019-09869-x</a>&gt;.

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      Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point: principal component analysis (Filzmoser and Todorov (2013), &lt;<a href="https://doi.org/10.1016%2Fj.ins.2012.10.017" target="_top">doi:10.1016/j.ins.2012.10.017</a>&gt;), linear and quadratic discriminant analysis (Todorov and Pires (2007)), multivariate tests (Todorov and Filzmoser (2010) &lt;<a href="https://doi.org/10.1016%2Fj.csda.2009.08.015" target="_top">doi:10.1016/j.csda.2009.08.015</a>&gt;), outlier detection (Todorov et al. (2010) &lt;<a href="https://doi.org/10.1007%2Fs11634-010-0075-2" target="_top">doi:10.1007/s11634-010-0075-2</a>&gt;). See also Todorov and Filzmoser (2009) &lt;urn:isbn:978-3838108148&gt;, Todorov and Filzmoser (2010) &lt;<a href="https://doi.org/10.18637%2Fjss.v032.i03" target="_top">doi:10.18637/jss.v032.i03</a>&gt; and Boudt et al. (2019) &lt;<a href="https://doi.org/10.1007%2Fs11222-019-09869-x" target="_top">doi:10.1007/s11222-019-09869-x</a>&gt;.
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