Dias, Monica Costa; Ichimura, Hidehiko; Berg, Gerard van den - Centre for Microdata Methods and Practice (CEMMAP) - 2010
The matching method for treatment evaluation does not balance selective unobserved differences between treated and non-treated. We derive a simple correction term if there is an instrument that shifts the treatment probability to zero in specific cases. Within the same framework we also suggest...