Marginalised Normal Regression: Unbiased curve fitting in the presence of x-errors

Deaglan Bartlett, Harry Desmond

The history of the seemingly simple problem of straight line fitting in the presence of both $x$ and $y$ errors has been fraught with misadventure, with statistically ad hoc and po…