1. The Use of the Relative Residual in the Application of the Method of Least Squares
- Author
-
Walter A. Hendricks
- Subjects
Residual sum of squares ,Non-linear least squares ,Explained sum of squares ,Applied mathematics ,Least trimmed squares ,Lack-of-fit sum of squares ,Generalized least squares ,Simple linear regression ,Total least squares ,Mathematics - Abstract
The method of least squares offers a precise method ofc fitting a curve describing the relation between two or more related, measurable variables, but certain criteria must be fulfilled to justify its application. First, the type of equation selected for fitting must be the true mathematical expression of the law governing the relationship of the variables. Secondly, all errore of measuremeiit, made in obtainiing the observed values of the variables when the data were collected, must be distributed according to the wellknown laws of probability.' This paper is concerned with the latter of these two criteria. The fundameintal theory upon which the method of least squares is based can be found in any text-book on the subject and need not be elaborated upon here. However, it may be well to point out a very pertinent, if somewhat elenientary, aspect of the theory which facilitates the ready visualization of the fundamental concepts involved.
- Published
- 1931