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Quantile Regression for General Spatial Panel Data Models with Fixed Effects (1608.01736v1)
Published 5 Aug 2016 in stat.ME
Abstract: This paper considers the quantile regression model with both individual fixed effect and time period effect for general spatial panel data. Instrumental variable quantile regression estimators will be proposed. Asymptotic properties of the proposed estimators will be developed. Simulations are conducted to study the performance of the proposed method. We will illustrate our methodologies using a cigarettes demand data set.