منابع مشابه
Ordered Response Models
We discuss regression models for ordered responses, such as ratings of bonds, schooling attainment, or measures of subjective well-being. Commonly used models in this context are the ordered logit and ordered probit regression models. They are based on an underlying latent model with single index function and constant thresholds. We argue that these approaches are overly restrictive and preclud...
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This paper uses ordered response models of pensioners’ subjective evaluations of their ...nancial positions to construct equivalence scales for pensioners. A range of di¤erent ordered response models is used. The paper examines the sensitivity of the estimated scale to (a) the econometric model used and (b) the measurement of income. A pensioner couple is found to require on average 1.3 to 1.4 ...
متن کاملNonparametric Analysis of Treatment Effects in Ordered Response Models
This paper deals with the identification of treatment effects when the outcome variable is ordered. If outcomes are measured ordinally, previously developed methods to investigate the impact of an endogenous binary regressor on average outcomes cannot be applied as the expectation of an ordered variable, in its strict sense, does not exist, and a shift in focus to distributional effects is indi...
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We develop a √ n-consistent and asymptotically normal estimator of the parameters (regression coefficients and threshold points) of a semiparametric ordered response model under the assumption of independence of errors and regressors. The independence assumption implies shift restrictions allowing identification of threshold points up to location and scale. The estimator is useful in various ap...
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Often dependent variables are ordinal, but are not continuous in the sense that the metric used to code the variables is substantively meaningful. For instance, it is customary to employ a 7-point scale when measuring partyidentification in the U.S., assigning the numerals {0, . . . , 6} to the categories {‘‘Strong Republican’’, ‘‘Weak Republican’’, . . ., ‘‘Strong Democrat’’}. But the metric u...
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ژورنال
عنوان ژورنال: Allgemeines Statistisches Archiv
سال: 2006
ISSN: 0002-6018,1614-0176
DOI: 10.1007/s10182-006-0228-y