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Although pooling all sectors together has the disadvantage of imposing the same technological coefficients across sectors, we did it in order for Links of London results not to be plagued by the small sample in each industry. We used an unbalanced panel data set, and therefore corrected the selection bias or endogeneitry of attrition by explicitly incorporating firm exit in the estimations. The paper does not however focus on firm entry for two reasons. First, the magnitude of entry in all sectors was much smaller than the magnitude of exit. Second, it is unclear how to correct for the selection bias from entry because Links of London Bracelets population of possible entrants is unknown. Pavcnik adopted the same aroach. Due to the space constraint we did not report the dispersion of firmlevel productivity measures retrieved from the estimation of the production function that employs the pooled preand post reform samples. The dispersion of these productivity indices is available under request and has the same trend like the one reported in Table . The median firm productivity growth is calculated as the difference between the ending and beginning years productivity of the median firm times . For instance during the prereform period, the median firm productivity growth is the difference between the productivity of the median firm in and the productivity of the median firm in times . The interquartile rangeIQR is a characteristic of absolute dispersion, which indicates Links of London Sweetie Black Rhodium & 18ct Rolled Gold Bracelet the th th range percentile minus percentile contains of observations. The average annual growth in productivity is calculated as lnTFPTTFPt, where T and t stand for the ending and beginning years, respectively. For instance, over the prereform period T and t are respectively and . We experimented with additional trade policy variables like the share of imported inputs in sectoral output MS and openness to foreign trade OPEN. This resulted in multicollinearity problem. Links of London Sweetie Bracelet, these variables were droed in the final specification. See the Aendix Table B for possible multicollinearity between the trade variables. Many thanks to an anonymous reviewer for suggesting this presentation of the results. REFERENCES Amiti, M. and Konings, J. ‘Trade liberalization, intermediate inputs, and productivity evidence from from Indonesia’, IMF Working Paper WP, . Aw, B.