The article Reaction Modeling and Optimization Using Neural Networks and Genetic Algorithms: Case Study Involving TS-1-Catalyzed Hydroxylation

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The article €œReaction Modeling and Optimization Using Neural Networks and Genetic Algorithms: Case Study Involving TS-1-Catalyzed Hydroxylation of Benzene€ (S. Nandi, P. Mukherjee, et al., Industrial and Engineering Chemistry Research, 2002:2159€“2169) presents benzene conversions (in mole percent) for 24 different benzenehydroxylation reactions. The results are.

52.3 41.1 30.3 41.0 63.0 14.3 30.1 9.1 19.0 28.8 67.8 78.6 72.3 0 80.8 26.8 37.3 38.1 33.6 33.4 36.2 34.6 40.0 81.2 59.4

a. Can you conclude that the mean conversion is less than 45? Compute the appropriate test statistic and find the P-value.

b. Can you conclude that the mean conversion is greater than 30? Compute the appropriate test statistic and find the P-value.

c. Can you conclude that the mean conversion differs from 55? Compute the appropriate test statistic and find the P-value.

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