Journal article
Robust semiparametric inference for polytomous logistic regression with complex survey design
Abstract
Analyzing polytomous response from a complex survey scheme, like stratified or cluster sampling is very crucial in several socio-economics applications. We present a class of minimum quasi weighted density power divergence estimators for the polytomous logistic regression model with such a complex survey. This family of semiparametric estimators is a robust generalization of the maximum quasi weighted likelihood estimator exploiting the …
Authors
Castilla E; Ghosh A; Martin N; Pardo L
Journal
Advances in Data Analysis and Classification, Vol. 15, No. 3, pp. 701–734
Publisher
Springer Nature
Publication Date
September 2021
DOI
10.1007/s11634-020-00430-7
ISSN
1862-5347