Hierarchical Item Response Models for Analyzing Public Opinion
Abstract
Opinion surveys often employ multiple items to measure the respondent’s underlying value, belief, or attitude. To analyze such types of data, researchers have often followed a two-step approach by first constructing a composite measure and then using it in subsequent analysis. This paper presents a class of hierarchical item response models that help integrate measurement and analysis. In this approach, individual responses to multiple items...
Paper Details
Title
Hierarchical Item Response Models for Analyzing Public Opinion
Published Date
Feb 12, 2019
Journal
Volume
27
Issue
4
Pages
481 - 502
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