Efficient Robbins–Monro procedure for multivariate binary data

This paper considers the problem of jointly estimating marginal quantiles of a multivariate distribution. A sufficient condition for an estimator that converges in probability under a multivariate version of Robbins–Monro procedure is provided. We propose an efficient procedure which incorporates th...

Full description

Bibliographic Details
Main Authors: Cui Xiong, Jin Xu
Format: Article
Language:English
Published: Taylor & Francis Group 2018-07-01
Series:Statistical Theory and Related Fields
Subjects:
Online Access:http://dx.doi.org/10.1080/24754269.2018.1507384