Improved Logit Estimation through Mangat Randomized Response Model
Zawar Hussain, Sidra Anjum, Javid Shabbir

Abstract
Using the Mangat (1994) randomized response model improved logit estimation is proposed and it is compared with the Hussain and Shabbir (2008) logit estimation at equal level of privacy protection. The proposed logit estimation has also been compared with ordinary logit estimation. The proposed estimation is observed to be better than Hussain and Shabbir (2008) logit estimation. The case of missing observations has also been dealt with through EM algorithm.

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