Put it plainly: while the social gains from abolishing patents on drugs are obvious and computable, the losses are dubious and, on the basis of empirical evidence, probably nil.
The resulting theoretical predictions are then compared with the k-fold cross-validation empirical method, which probably is the current best-performing approach to the SVM design problem.
Should the results of microbiological cultures and colonization screening for resistant gram-positive bacteria be negative, empirical therapy should probably be reconsidered and in most of the clinical scenarios discontinued.
Consequently, the choice of empirical antibiotics should probably not be based on the time of onset.
We had the luxury of a large 2001 dataset that enabled us to create an empirical prior that probably closely reflects the distribution of true values and the extent of measurement error.
Very close results were obtained using the Empirical Bayes estimator probably because, in the our cohort, the hospital sample size was generally high: estimates in large group are more reliable, and shrink less than estimates from small groups.
In addition, we identified a subgroup of 18 patients (46.1% of the whole cohort of high-risk patients as defined by our guidelines without proven IC) in whom we failed to diagnose IC despite the fact that empirical antifungal therapy probably improved the clinical outcome.
But one has to admit that it's all pretty ad hoc; it's more a matter of offering excuses, or if you prefer, possible rationales, for an empirical observation that we probably wouldn't have predicted if we didn't know it was there.
This is probably first empirical study conducted in India in the field of social entrepreneurship.
If this study failed to demonstrate any advantage of combination therapy over monotherapy, the use of empirical combination therapy remains probably relevant in patients with potentially multiresistant strains, as recommended by Chastre [ 30].
The estimated genetic correlation for the 3-QTL scenario was generally much lower than the simulated value, which is in agreement with the results found for the empirical accuracies and is probably due to the higher sampling error on the correlation in this scenario.> -wrap-foot> HF = Holstein-Friesian; MRY = Meuse-Rhine-Yssel; GWH = Groninger White Headed.
