188 citations · 322 across the 17 of their papers we have counts for
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Robust Clustering Using Tau-Scales
Juan D. Gonzalez, Victor J. Yohai, Ruben H. Zamar
K means is a popular non-parametric clustering procedure introduced by Steinhaus (1956) and further developed by MacQueen (1967). It is known, however, that K means does not perfor…
Robust Estimation in High Dimensional Generalized Linear Models
Marina Valdora, Claudio Agostinelli, Victor J. Yohai
Generalized Linear Models are routinely used in data analysis. The classical procedures for estimation are based on Maximum Likelihood and it is well known that the presence of out…
Robust Estimation of the Generalized Loggamma Model. The R Package robustloggamma
Claudio Agostinelli, Alfio Marazzi, Victor J. Yohai +1
robustloggamma is an R package for robust estimation and inference in the generalized loggamma model. We briefly introduce the model, the estimation procedures and the computationa…