The law of variable proportion, introduced by Alfred Marshall, describes how output changes when some factors remain fixed, impacting production based on the quality of these factors. It consists of three stages: increasing returns, diminishing returns, and negative returns, each characterized by specific relationships between total product, average product, and marginal product. Assumptions include the constancy of technology and the efficiency of variable factors, with production being analyzed in the short run.