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math.ST2021★ 12 cited
Polynomial methods in statistical inference: theory and practice
Yihong Wu, Pengkun Yang
This survey provides an exposition of a suite of techniques based on the theory of polynomials, collectively referred to as polynomial methods, which have recently been applied to…
math.ST2018
Optimal estimation of Gaussian mixtures via denoised method of moments
Yihong Wu, Pengkun Yang
The Method of Moments [Pea94] is one of the most widely used methods in statistics for parameter estimation, by means of solving the system of equations that match the population a…