In the late 19th century, the field of economics transitioned from stories and rhetoric to mathematical equations. Economists like Marshall, Walras, and Jevons were instrumental in this shift, with Marshall continuing this work until the 1920s. The first attempt at an aggregate production function in the neoclassical school was the Cobb Douglas production function. Marshall and Jevons introduced the concept of inputs having marginal productivity, influencing neoclassical theory. J.B. Clark further developed the marginal productivity theory of income distribution, stating that workers and capitalists receive their marginal product, which became a foundational concept in neoclassical economics.

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