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Three essays on panel data estimation.
~
Houser, Alexander.
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Three essays on panel data estimation.
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Three essays on panel data estimation./
作者:
Houser, Alexander.
面頁冊數:
68 p.
附註:
Source: Dissertation Abstracts International, Volume: 76-10(E), Section: A.
Contained By:
Dissertation Abstracts International76-10A(E).
標題:
Labor economics. -
電子資源:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3708875
ISBN:
9781321843231
Three essays on panel data estimation.
Houser, Alexander.
Three essays on panel data estimation.
- 68 p.
Source: Dissertation Abstracts International, Volume: 76-10(E), Section: A.
Thesis (Ph.D.)--Western Michigan University, 2015.
This work discusses various aspects of panel data estimation. In chapter one, an algorithm for semiparametric random effects estimation is proposed. The performance of bootstrap-based confidence intervals for the proposed estimators are examined and found reasonable. The algorithm is also applied to a set of U.S. state level medical expenditure data to estimate the medical Engel curve. In the second chapter, the predictive performance of various parametric and semiparametric panel data estimators is compared on the same dataset of U.S. state level medical expenditures as well as out of sample forecast performance and bootstrap bias-corrected mean square errors of the competing estimators are evaluated. In general, the estimator discussed in the first chapter is found to perform well. In the third chapter a generalized method of moments estimator is investigated under various norms.
ISBN: 9781321843231Subjects--Topical Terms:
642730
Labor economics.
Three essays on panel data estimation.
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