Speaker: John Kloke

Big data algorithms for rank-based estimation

Big data algorithms for rank-based estimation

Rank-based (R) estimation for statistical models is a robust nonparametric alternative to classical estimation procedures such as least squares. R methods have been developed for models ranging from linear models, to linear mixed models, to time series, to nonlinear models. Advantages of these R methods over traditional methods such as maximum-likelihood or least squares are […]

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