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#### derivative of the truncation region function as in Gross et al's write up
#### input:
#### - x = Point at which to evaluate derivative
#### - q, r = Coefficients of the function
gradient.truncation.region.function <-
function(x, q, r){
q/2/sqrt(x) + r/2/sqrt(1+x)
}
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