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Local Linear Gmm Estimation Of Functional Coefficient Iv Models With Application To The Estimation Of Rate Of Return To Schooling, Liangjun Su, Irina Murtazashvili, Aman Ullah
Local Linear Gmm Estimation Of Functional Coefficient Iv Models With Application To The Estimation Of Rate Of Return To Schooling, Liangjun Su, Irina Murtazashvili, Aman Ullah
Research Collection School Of Economics
We consider the local linear GMM estimation of functional coe cient models with a mix of discrete and continuous data and in the presence of endogenous regressors. We establish the asymptotic normality of the estimator and derive the optimal instrumental variable that minimizes the asymptotic variance-covariance matrix among the class of all local linear GMM estimators. Data-dependent bandwidth sequences are also allowed for. We propose a nonparametric test for the constancy of the functional coefficients, study its asymptotic properties under the null hypothesis as well as a sequence of local alternatives and global alternatives, and propose a bootstrap version for …
‘Educating Indonesia’ And The Minister Who’S Making It Happen, Singapore Management University
‘Educating Indonesia’ And The Minister Who’S Making It Happen, Singapore Management University
Perspectives@SMU
Energy and optimism were highlights of the recent speech given by Indonesia’s Trade Minister Gita Wirjawan during the SMU Presidential Distinguished Lecturer Series. While the optimism may be rooted deeply in the potential of Indonesia’s current demographic — more than 30 percent of its population is aged between 19 and 24, and more than 50 percent is under 29, making it one of the youngest productive populations in the world — its economic success story is fact, reflected in its G-20 membership, where it is the second fastest growing economy.Yet much remains to be done to unleash the full potential …