Semiparametric Methods for the Measurement of Latent Attitudes and the Estimation of Their Behavioural Consequences
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.
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- Carneiro, Pedro & Hansen, Karsten & Heckman, James, 2003.
"Estimating distributions of treatment effects with an application to the returns to schooling and measurement of the effects of uncertainty on college choice,"
Working Paper Series
2003:9, IFAU - Institute for Evaluation of Labour Market and Education Policy.
- Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," IZA Discussion Papers 767, Institute for the Study of Labor (IZA).
- Karim Chalak & Halbert White, 2007. "An Extended Class of Instrumental Variables for the Estimation of Causal Effects," Boston College Working Papers in Economics 692, Boston College Department of Economics, revised 30 Nov 2009.
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