A mathematical exploration using statistical techniques for the prediction of durability properties of foamed concrete with inclusion of coir fibre was performed for the foamed concrete data obtained from laboratory experimental work done in this research. The variable used in the prediction models was the fibre volume fractions. The multiple non-linear regression models yielded exceptional correlation coefficients for the prediction of water absorption, porosity, ultrasonic pulse velocity and depth of carbonation. The mathematical statistical procedures (regression models) that are proposed in this study provide tools of considerable value in the evaluation of durability properties of foamed concrete. The information derived from this procedure is valuable in filtering and refining design criteria and provisions related to foamed concrete with addition of coir fiber.