Linked from
The 68 pages that link to Least squares, each with the reason it gives.
Matrix theoryRelated: Matrix factorizations solve overdetermined data-fitting problems efficiently.
Maximum and minimumRelated: Its fitted values are defined through a minimum of an error function.
Simon NewcombRelated: It provided a systematic way to fit astronomical theories to measurements.
Nonlinear least squaresNarrower topic: Nonlinear least squares is its parameter-nonlinear form.
Dimensional metrologyRelated: It is commonly used to fit geometric features to measured points.