originally posted by VLM:
So, you know these shadowy guys in Singapore?
BTW, it is very doable to create a single score from a multi dimensional problem. One that is very predictive as well. Done all the time.
Just because these asshats don't do it doesn't make it a terrible idea.
No.
I used PCA for yield curve modelling, once upon a time. Very predictive, of course, except when it wasn't. I don't have the same fluency in statistics (and the underlying mathematics) that you do, but I submit the most interesting bits about wine (or more precisely, drinking wine) and yield curves are when observed relationships break down. There are the usual GIGO objections, of course.
Just because it's doable doesn't make it a good idea.
originally posted by Claude Kolm:
Whether it's one of those scales or 100 is immaterial...
I respectfully submit that it isn't (and that was the point of my sentence). The 5 star scale is quite different from a 100 point scale precisely because it is less granular. I sometimes help out in wine competitions, and judges are far more likely to be kicked out when we run through the test controls using a 100-point scale. You might not believe it, but not many people can reliably score 2 glasses from the same bottle of wine within a flight of 5/6 glasses. These 'inaccuracies' are elided on cruder scales, but cruelly exposed by their finer-grained cousins.