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Selection Bias and Self-Selection

Palgrave Macmillan UK eBooksPublished 1 January 2010
James J. Heckman
Citations114

TL;DR

The problem of selection bias in economic and social statistics arises when a rule other than simple random sampling is used to sample the underlying population that is the object of interest.

Abstract

The problem of selection bias in economic and social statistics arises when a rule other than simple random sampling is used to sample the underlying population that is the object of interest. The distorted representation of a true population as a consequence of a sampling rule is the essence of the selection problem. Distorting selection rules may be the outcome of decisions of sample survey statisticians, self-selection decisions by the agents being studied, or both.

Keywords

Economics, Econometrics and FinanceBusiness, Management and Accounting