The present note corrects formula 12 in Theorem 2 and formula 17 in Proposition 3 that contain a slight inaccuracy.

The correct expression of 12 in Theorem 2 is given by

12

where

Hence, the correction concerns the first argument of the generalized factorial coefficient formula which is formula and not formula and, consequently, formula in the last summand of (12) which is formula instead of formula.

The inaccuracy originates from the very last displayed formula in the proof of Theorem 2 in the Web Appendix (see page 8) and boils down to a missing summand: indeed, the sum in the formula should run from 1 to formula instead of formula. This then leads also to a minor modification of the corresponding formula in the special case of a two–parameter Poisson–Dirichlet process prior: 17 should be

17

The estimator in 17 was then applied to the EST datasets in Section 3 and it is to be noted that all the displayed numerical results are not altered by the inaccuracy, since the missing term is negligible.

The Matlab code that is available with Favaro et al. (2012) at the Biometrics website on Wiley Online Library has been replaced with the corrected code, which includes the above modification to 17.

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