| ▲ | emmelaich 3 days ago | |
Yep, to demonstrate, tilt it (swap x and y) and do it again. Maybe this is what TLS does? | ||
| ▲ | srean 3 days ago | parent [-] | |
>(swap x and y) and do it again. This is a great diagnostic check for symmetry. > Maybe this is what TLS does? No, swapping just exchanges the relation. What one needs to do is to put the errors in X and errors in Y in equal footing. That's exactly what TLS does. Another way to think about it is that the error of a point from the line is not measured as a vertical drop parallel to Y axis but in a direction orthogonal to the line (so that the error breaks up in X and Y directions). From this orthogonality you can see that TLS is PCA (principal component analysis) in disguise. | ||