Inference for grouped data with a truncated skew-Laplace distribution

Abstract

The skew-Laplace distribution has been used for modelling particle size with point observations. In reality, the observations are truncated and grouped (rounded). This must be formally taken into account for accurate modelling, and it is shown how this leads to convenient closed-form expressions for the likelihood in this model. In a Bayesian framework… (More)
DOI: 10.1016/j.csda.2011.06.002

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