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Koza, J. R., M. A. Keane, and J. M. Streeter. 2003. Evolving inventions. Sci. Am. 288: 52 59. Kushchu, I. 2002. Genetic programming and evolutionary generalization. IEEE Trans. Evol. Comput. 6:431 442. Metropolis, N., et al. 1953. Equation of state calculations by fast computing machines. J. Chem. Phys. 21:1087 1092. Parsopoulos, K. E., and M. N. Vrahatis. 2002. Recent approaches to global optimization problems through particle swarm optimization. In Natural Computing. Netherlands: Kluwer Academic, 1:235 306. Ray, T., and K. M. Liew. 2003. Society and civilization: An optimization algorithm based on the simulation of social behavior. IEEE Trans. Evol. Comput. 7:386 396. Rechenberg, I. 1965. Cybernetic solution path of an experimental problem. In Royal Aircraft Establishment, Library Translation 1122. Farnborough, Hants, England. Reynolds, R. G. 1994. An Introduction to Cultural Algorithms. In A. V. Sebald and L. J. Fogel (eds), Proc. 3rd An. Conf. on Evolutionary Programming. River Edge, NJ: World Scienti c, pp. 131 139. Schwefel, H. 1995. Evolution and Optimum Seeking. New York: Wiley. Wolpert, D. H., and W. G. Macready. 1997. No free lunch theorems for optimization. IEEE Trans. Evol. Comput. 1:67 82.

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In a review of more than 100 studies on the comorbidity of narcissism and narcissistic personality disorder with major mental illness, Ronningstam (1996) found that narcissism is not linked systematically to any specific Axis I disorder. Instead, it would appear that a narcissistic personality only colors the expression of any Axis I disorder that develops. Although the energy, dominant control, and love of hearing themselves talk suggest some fundamentally biological relationship between the narcissistic personality and bipolar disorder, Stormberg, Ronningstam, Gunderson, and Tohen (1998) found that bipolar patients exhibit most of the criteria of pathological narcissism only while in the manic phase. When not manic, their levels of pathological narcissism are no higher than other general psychiatric patients. Some reports suggest that narcissistic personality disorder may exacerbate the severity of posttraumatic stress disorder (B. Johnson, 1995), perhaps because the omnipotent narcissist is confronted repeatedly with evidence of mortality (see box titled Focus on Pathology: Narcissism and Posttraumatic Stress ). As you read the following paragraphs, try to identify the connection between personality and symptom.

McCullagh and Nelder also identify extrinsic aliasing, which produces the same modeling problem but as a result of data values The subspace is reduced below the number of factors because of redundant case-level information in the data This is only a problem, however, in very low sample problems atypical of political science applications 6113 Ridge Regression Another well-known approach to this problem in linear modeling is ridge regression, which essentially trades the multicollinearity problem for introduced bias..

Table 4.6: Calculating the benefit-cost analysis (when profit is computed in numerator) Assumptions Estimated Benefits (Sales) = $50,000 Probability of Success = 70% or (0.7) Estimated Profit = 20% (0.2) Estimated Costs = $35,000 BC = 0.2 [a] Formula Application

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The 1993 NIH Reauthorization Act sought to deal with the problem of unrepresentative subjects in clinical trials by requiring the Director of NIH to ensure that in conducting or supporting clinical research (A) women are included as subjects in each project of such research; and (B) members of minority groups are included as subjects in such research (NIH Reauthorization Act, 1993) In designing clinical trials in which women and minorities are included as subjects under this directive, the Director shall ensure that the trial is designed and carried out in a manner suf cient to provide for a valid analysis of whether the variables being studied in the trial affect women or members of the minority group, as the case may be, differently than other subjects in the trial.

list each EIN for the federal return. Then list each state and each return due for that state. Indicate when each return is due. Note the source of the report if it is not received through the mail. Include the date when each preprinted return is received. List the date each report is completed and when it is mailed. This spreadsheet is extremely helpful to ensure that all quarterly returns are completed on time. It is especially helpful if the preparation of the quarterly returns is outsourced. This list can be used to track when the preprinted quarterly returns are received and when they are forwarded to the vendor. (d) Quarterly Reconciliations Before making the nal federal tax payment for the quarter, the payroll department should complete a draft version of the Form 941. This draft version becomes the worksheet to verify the totals for the quarter. The spreadsheets are then used to reconcile the tax deposits to the draft Form 941. Any errors can be discovered quickly. If an error is discovered, a deposit should be made immediately. This deposit is then included on the nal version of Form 941.

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