Results (
Thai) 1:
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where E(xi) is the variable main effect, Mþi and Mi are theresponse of the experiments(efficiency of ethanol yield), inwhich the independent variable(xi) was at high and lowconcentrations, respectively, and N is the total number oftrials. Experimental error was estimated by calculating thevariance among three dummy variables using Equation (3),
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