Econometrics may be defined as the quantitative analysis of actual economic phenomena based on the concurrent development of theory and observation, … - Richard Stone

There is no hope, as far as I can see, of pushing the postulates of economic theory back to a set of irreducible axioms.

From 1931 to 1935, I was an undergraduate at Cambridge in my father's old college, Gonville and Caius, which was particularly strong in medicine and the law. However, after two years of law I switched to economics, much to my father's disappointment. At that time the world was in the depth of the great depression and my motive for wanting to change subject was the belief, bred of youthful ignorance and optimism, that if only economics were better understood, the world would be a better place.

A choice may have to be made between a biased estimator which is believed to be relatively accurate and an unbiased estimator which is demonstrably highly inefficient, and it is by no means obvious that the latter is always to be preferred.