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stat.ME2019
Simultaneous Transformation and Rounding (STAR) Models for Integer-Valued Data
Daniel R. Kowal, Antonio Canale
We propose a simple yet powerful framework for modeling integer-valued data, such as counts, scores, and rounded data. The data-generating process is defined by Simultaneously Tran…
stat.ME2019
Pairwise likelihood inference for the multivariate ordered probit model
Martina Bravo, Antonio Canale
This paper provides a closed form expression for the pairwise score vector for the multivariate ordered probit model. This result has several implications in likelihood-based infer…