Hi all,
I have a long list of combination of parameters which covary. I would like to sample from it but not exactly the same values. What I'd like to do is to create a multi-parameter space that accounts for the covariation and then sample from it the parameter values to create new combinations that resemble the original ones.
To make it easier, let's think to only two variable. I would sample within the range of the cloud of points.
e.g.
A possible resamble could produce something like this (done by eye):
I'm not sure it makes sense but I hope I was clear enough in the scope.
Do you know any statistical model that would make the job?
Any suggestion or comment?
Thanks in advance
I have a long list of combination of parameters which covary. I would like to sample from it but not exactly the same values. What I'd like to do is to create a multi-parameter space that accounts for the covariation and then sample from it the parameter values to create new combinations that resemble the original ones.
To make it easier, let's think to only two variable. I would sample within the range of the cloud of points.
e.g.
Code:
A B C D E F G
371 272 1532 831 2 1460 735
12 9 668 821 3 716 810
50 66 653 547 3 645 540
31 31 669 365 5 660 362
Code:
A B C D E F G
100 81 1000 800 2 900 750Do you know any statistical model that would make the job?
Any suggestion or comment?
Thanks in advance
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