The article “Reaction 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 28.8 67.8 78.6 72.3 9.1 19.0 30.3 41.0 63.0 80.8 26.8 37.3 38.1 33.6 14.3 30.1 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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The article “Reaction 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 28.8 67.8 78.6 72.3 9.1 19.0 30.3 41.0 63.0 80.8 26.8 37.3 38.1 33.6 14.3 30.1 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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