Posted: Wed Aug 02, 2006 1:55 pm
Mark,
Thanks again for this detailed overview and clarification of your work.
I'd like to come back to the difference between AstroDatabank's AstroSignatures and multivariate analysis.
Thanks again for this detailed overview and clarification of your work.
I'd like to come back to the difference between AstroDatabank's AstroSignatures and multivariate analysis.
I own a copy of ADB so I am very familiar with the way signatures work in that program. As you say, the factors are simply added together, albeit one can assign weight to each factor. Am I correct in understanding that the multivariate technique you are referring to is a technique of optimization? In other words, each factor is varied independently of the others so that the largest effect is found. Is this what you meant?AstroSignatures [are] different from multivariate techniques.
This is a good analogy, I quite like it. I do believe, however, that ADB's factor analysis, possibly for the first time ever, does have sufficient power to uncover significant factors at work. I am in the middle of such a project right now, and the results are very encouraging. Please see my other post at http://skyscript.co.uk/forums/viewtopic.php?t=1752 for a bit more detail.It is as if we are trying to see bacteria with a magnifying glass when we need to develop a microscope.