Re: Linear regression with uncertainties of the independent variable

It sounds like you're looking for "total least squares". The Wikipedia
article on it has an Octave implementation for the case where all x
and y entries have equal uncertainties:
https://en.wikipedia.org/wiki/Total_least_squares


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