"Empirical exercises in economics frequently involve estimation of highly nonlinear models. The criterion function may not be globally concave or convex and exhibit many local extrema. Choosing among these local extrema is non-trivial for a variety of reasons. In this paper, we analyze the...

The price of crude oil in the U.S. never exceeded $40 per barrel until mid-2004. By 2006 it reached$70, and in July 2008 it peaked at $145. By late 2008 it had plummeted to about $30 before increasingto $110 in 2011. Are speculators at least partly to blame for these sharp price changes? We...