ABG analysis involves measuring the levels of oxygen (PaO2), carbon dioxide (PaCO2), and blood pH in arterial blood. It also includes the calculation of bicarbonate (HCO3) and base excess (BE). These parameters help in understanding the respiratory and metabolic functions of a child.