The determination of how many data point to collect involves a trade-off between the cost of obtaining them and the accuracy required of the model. As minimum, the modeler needs at least as many data points as there are arbitrary constants in the model curve. Additional point are required to determine any arbitrary constants involves with the requirements of the best-fit method we are using. The range over which the model is to be used determines the endpoints of the interval for the independent variable(s).