The mean value of an observable value given a parameter bin

The model parameters were binned with a histogram function. In each bin one of the parameters is almost fixed (it varies much less than the other parameters [full range]). This function returns the mean of the observable for each bin, as a vector.

Usage

observable.mean.in.bin(id, outputSample)

Arguments

id

is an integer vector that identifies the bin the parameter vector falls into to create the same row of the outputSample (the output stems from a model simulation with parameters). id has the same length as outputSample rows.

outputSample

a matrix of output values, one output vector per row (different rows are results at different parameter values)

Value

M\[i,j\] the mean of each observable\[j\] in bin\[i\]