We show that the parameters of a $k$-mixture of inverse Gaussian or gamma distributions are algebraically identifiable from the first $3k-1$ moments, and rationally identifiable from the first $3k+2$ moments. Our proofs are based on Terracini's classification of defective surfaces, careful analysis of the intersection theory of moment varieties, and a recent result on sufficient conditions for rational identifiability of secant varieties by Massarenti--Mella.
翻译:我们证明了$k$分量逆高斯分布或伽马分布的混合参数可由前$3k-1$阶矩代数可识别,并由前$3k+2$阶矩有理可识别。我们的证明基于Terracini对亏缺曲面的分类、对矩簇相交理论的细致分析,以及Massarenti--Mella最近关于割簇有理可识别性充分条件的结果。