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Essays In Applied Economics: Applications Of Transformed Ordinal Quantile Regression, Okila R. Elboeva
Essays In Applied Economics: Applications Of Transformed Ordinal Quantile Regression, Okila R. Elboeva
Doctoral Dissertations
This dissertation consists of three essays on the application of Transformed Ordinal Quantile Regression (TORQUE) developed by Hong and He (2010). TORQUE is based on jittered response, a nonparametric link function, a semiparametric quantile estimation. When the response variable is categorical an application of the standard quantile regression is not optimal. TORQUE technique generalizes ordinary quantile regression, and as a semiparametric method it is more robust than Maximum Likelihood Estimators.
In the first essay I estimate conditional quantiles of happiness using the data from British Household Panel Survey (BHPS) for 2006. I find the continuity assumption of happiness ranking does …