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Pneumonia is mainly caused by bacteria called Streptococcus Pneumoniae. It is one of the leading causes of mortality among children in the developing countries claiming about 1.9 million lives per year. Deaths due to pneumonia can occur within 3 days of illness and any delay of treatment may not save live. Hence prompt and effective control measures for the disease is needed. Integrating mathematical modeling in epidemiological research is important in studying dynamics and identifying effective control measures. We developed mathematical models by applying the theory of ordinary differential...