Many regression analyses involve explanatory variables that are measured with error, and failing to account for this error is well known to lead to biased point and ...
Data structures in modern applications frequently combine the necessity of flexible regression techniques handling, for example, non-linear and spatial effects with high dimensional covariate vectors.
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