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270Find the Best Catalyst14. For a comprehensive review on Pd-catalyzed Heck reactions see I. P. Beletskayaand A. V. Cheprakov, Chem. Rev., 100, 3009 (2000).15. I. P. Beletskaya, A. N. Kashin, N. B. Karlstedt, A. V. Mitin, A. V. Cheprakovand G. M. Kazankov, J. Organomet. Chem., 622, 89 (2001).16. K. R. Reddy, K. Surekha, G.-H. Lee, S.-M. Peng and S.-T. Liu,Organometallics, 19, 2637 (2000).17. T. Kawano, T. Shinomaru and I. Ueda, Org. Lett., 4, 2545 (2002).18. C. S. Consorti, M. L. Zanini, S. Leal, G. Ebeling and J. Dupont, Org. Lett., 5,983 (2003).19. For an excellent review on measuring chemical similarity/diversity see N.Nikolova and J. Jaworska, QSAR Comb. Sci., 22, 1006 (2003).20. For a discussion on the choice <strong>of</strong> descriptors for homogeneous catalysts see E.Burello, P. Marion, J.-C. Galland, A. Chamard and G. Rothenberg, Adv. Synth.Catal., 347, 803 (2005).21. S. Wold, M. Sjostrom and L. Eriksson, Chemom. Intell. Lab. Sys., 58, 109 (2001).22. Z. Xiong, N. Wang, M. Dai, A. Li, J. Chen and Z. Yang, Org. Lett., 6, 3337(2004).23. W.-M. Wei-Min Dai, K. K. Y. Yeung and Y. Wang, Tetrahedron, 60, 4425 (2004).24. W. A. Herrmann and V. P. W. Böhm, J. Organomet. Chem., 572, 141 (1999).25. M. B. Thathagar, J. Beckers and G. Rothenberg, Chemical Industries (CRCPress), 104, (Catal. Org. React.), 211-215 (2005).26. MATLAB is commercially available from MathWorks, Natick USA, version6.1, 2001.27. HyperChem TM Pr<strong>of</strong>essional 7.51, Hypercube, Inc., 1115 NW 4th Street,Gainesville, Florida 32601, USA.28. Statistica is distributed by StatS<strong>of</strong>t, Inc., 2300 East 14th Street, Tulsa, OK74104, USA.29. Codessa version 2.642, University <strong>of</strong> Florida (1994).30. S. Rännar, F. Lindgren, P. Geladi and S. Wold, J. Chemom., 8, 111 (1994).

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