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The phrase "a linear fit based on" is correct and usable in written English.
It can be used in contexts involving statistical analysis or data modeling, where a linear relationship is being established based on certain variables.
Example: "The results indicate a linear fit based on the collected data points, suggesting a strong correlation between the variables."
Alternatives: "a linear regression derived from" or "a linear model utilizing".
Exact(1)
A linear fit based on the least squares method (on frequencies over 10 Hz) was done for each curve (using 5 Hz gave essentially the same results).
Similar(59)
For comparison, we also show meteorite data (red symbols) and linear fits based on the total gas released in each experiment.
The purpose of interpolation is to recover this missing information in between by employing a polynomial curve fitting based on linear model estimator.
[Shomrani (2003]) developed a Hogg-type adaptive scheme for fitting a linear model based on an initial fit.
The piece-wise model is based solely upon antibody levels (fitted based on different non-overlapping time intervals) and makes the conservative assumption that antibody responses will follow a linear decrease from Month 21 onwards.
This initial correlation encouraged us to generate a linear model based on "fit value" to predict the biological activity of the compounds under investigation.
This initial correlation encouraged us to generate a linear model, based on "fit value" to predict the biological activity of the test set compounds.
It also features functions to fit a linear regression based on several genetic models that enables study of the relationship between gene expression and genotype.
The LIMMA derived log expression values were fit to a linear model based on treatment, which moderated the resulting t statistics using the empirical Bayes method.
A simplified generic residual stress profile based on a linear fit to the data is proposed for the case of a transverse residual tensile stress field.
For all datasets, we estimated β based on a linear fit of the plot of log(f ) vs. log(P(f )) for the frequency range between 0.02 and 0.20 Hz, in order to reduce the impact of low-frequency signal confounds.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com