Robust estimation in certain heteroscedastic linear models when there are many parameters
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We study estimation of regression parameters in heteroscedastic linear models when the number of parameters is large. The results generalize work of Huber (1973), Yohai and Maronna (1979), and Carroll and Rupert (1982a). 1982.