66 Africa in the New Trade Environment
8. In addition to simple observation and because traditional inference is not feasible, we undertake placebo tests to check the fitness of our model. We also estimate the root mean square error before treatment to evaluate the fit of the estimated synthetic control to the observed data. As a result, we dropped countries when there was a poor fit. 9. The MFA was an international trade agreement regarding textiles and clothing that was in place from 1974 to 2004. It imposed quotas on the amount of clothing and textile exports from LMICs to highincome countries. 10. This is the type of impact that would have otherwise been associated with the AGOA in traditional empirical frameworks. 11. The synthetic control W*= (w2,,...,wj+1) is selected to minimize X1 − X0 subject to w2 ≥ 0, ..., w j +1 ≥ 0 and w2 + ... + w j +1 = 1, where for any ( k × 1) vector u, u = u 'Vu .
References Abadie, A., A. Diamond, and J. Hainmueller. 2010. “Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program.” Journal of the American Statistical Association 105 (490): 493–505. Abadie, A., A. Diamond, and J. Hainmueller. 2015. “Comparative Politics and the Synthetic Control Method.” American Journal of Political Science 59 (2): 495–510. Aidt, T. S., and Z. Tzannatos. 2008. “Trade Unions, Collective Bargaining and Macroeconomic Performance: A Review.” Industrial Relations Journal 39 (4): 258–95. Aiello, F., P. Cardamone, and M. R. Agostino. 2010. “Evaluating the Impact of Nonreciprocal Trade Preferences Using Gravity Models.” Applied Economics 42 (29): 3745–60. Anderson, J. E. 1979. “A Theoretical Foundation for the Gravity Equation.” American Economic Review 69 (1): 106–16. Anderson, J. E., and D. Marcouiller. 2002. “Insecurity and the Pattern of Trade: An Empirical Investigation.” Review of Economics and Statistics 84 (2): 342–52. Anderson, J. E., and E. van Wincoop. 2003. “Gravity with Gravitas: A Solution to the Border Puzzle.” American Economic Review 93 (1): 170–92. Augier, P., M. Gasiorek, and C. Lai Tong. 2005. “The Impact of Rules of Origin on Trade Flows.” Economic Policy 20 (43): 568–624. Bergstrand, J. H. 1985. “The Gravity Equation in International Trade: Some Microeconomic Foundations and Empirical Evidence.” Review of Economics and Statistics 67 (3): 474–81.