Semiparametric Methods for the Measurement of Latent Attitudes and the Estimation of Their Behavioural Consequences

Semiparametric Methods for the Measurement of Latent Attitudes and the Estimation of Their Behavioural Consequences
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潜在态度测量及其行为后果估计的半参数方法

DOI:
10.1920/wp.cem.2007.2607
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发表时间:
2007
期刊:
Behavioral & Experimental Economics
影响因子:
--
通讯作者:
R. Spady
R. Spady
中科院分区:
--
文献类型:
--
作者:
R. Spady

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我们的态度模型的潜变量,诱导随机显性关系(项目)的反应。影响态度的可观察特征可以纳入分析,以改善态度的测量;测量是后验分布,取决于每个受访者的响应和特征。使用这些测量方法来描述态度和行为之间的关系的发展和实施。
We model attitudes as latent variables that induce stochastic dominance relations in (item) responses. Observable characteristics that affect attitudes can be incorporated into the analysis to improve the measurement of the attitudes; the measurements are posterior distributions that condition on the responses and characteristics of each respondent. Methods to use these measurements to characterize the relation between attitudes and behaviour are developed and implemented.