This dissertation describes how to apply pharmacokinetic simulations and modeling in a clinical setting to monitor and adjust drug dosing in special patient populations. Pharmacokinetic simulations were used to investigate efficacy and risk of drug toxicity of a new dosing regimen for aminoglycoside antibiotics when administered to renal failure patients....