Influence diagnostics in spatial models with censored response
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DOI: 10.1002/env.2464
Abstract: Environmental data are often spatially correlated and sometimes include observations below or above detection limits (i.e., censored values reported as less or more than a level of detection). Existing research studies mainly concentrate on parameter… read more here.
Keywords: spatial models; response; models censored; influence diagnostics ... See more keywords
Heavy-tailed longitudinal regression models for censored data: a robust parametric approach
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DOI: 10.1007/s11749-018-0603-5
Abstract: Longitudinal HIV-1 RNA viral load measures are often subject to censoring due to upper and lower detection limits depending on the quantification assays. A complication arises when these continuous measures present a heavy-tailed behavior because… read more here.
Keywords: regression; heavy tailed; regression models; models censored ... See more keywords