Policy makers in Southern Africa are increasingly convinced that regional trade liberalization can improve growth performance and stimulate development throughout the region. To succeed where previous attempts have failed, however, governments must address two key issues. The first of these is policy coordination - the broad range of domestic policies must be made compatible with the proposed trade reforms. The second is institution building - concerted attention must be devoted to strengthening weak institutions and infrastructure. The contributors are among the leading authorities on regional integration in Africa.

Policy-makers in Southern Africa are increasingly convinced that regional trade liberalization can improve growth performance and stimulate development throughout the region. To succeed where previous attempts have failed, however, governments must address two key issues. The first of these is policy coordination - the broad range of domestic policies must be made compatible with the proposed trade reforms. The second is institution building - concerted attention must be devoted to strengthening weak institutions and infrastructure. The contributors are among the leading authorities on regional integration in Africa.

This thesis extends the research found in Storm, Bauer, and Oxley, 2003. Data correlation effects and sample size effects on three classifier fusion techniques and one data fusion technique were investigated. Identification System Operating Characteristic Fusion (Haspert, 2000), the Receiver Operating Characteristic "Within" Fusion method (Oxley and Bauer, 2002), and a Probabilistic Neural Network were the three classifier fusion techniques; a Generalized Regression Neural Network was the data fusion technique. Correlation was injected into the data set both within a feature set (autocorrelation) and across feature sets for a variety of classification problems, and sample size was varied throughout. Total Probability of Misclassification (TPM) was calculated for some problems to show the effect of correlation on TPM.