The phrase "a correction procedure based on" is correct and usable in written English.
It can be used when describing a method or process that relies on a specific foundation or principle for making corrections.
Example: "The study outlines a correction procedure based on statistical analysis to improve the accuracy of the results."
Alternatives: "a correction method grounded in" or "a correction approach relying on".
From the 950 initial metabolic variables extracted from spectra, the multidimensional scaling procedure was repeatedly applied to select 395 fully informative metabolic variables, to which were applied an orthogonal signal correction procedure based on a partial least squares (PLS) regression using dummy variables designed according to the "time" and "cultivar" effects.
To obtain this correction, an uncorrected statistical threshold was initially applied to each of the F-maps at p = 0.005, and a cluster-level threshold correction procedure based on Monte Carlo simulations [ 29] was applied in order to determine the minimum cluster size below which any activation was to be discarded.
However, such experimental conditions are hard to come by in a cross-country study based on cross-sectional data where the use of selectivity correction procedures based on exclusion restrictions are not easy to defend.
Freesurfer (16), an SBM method with realistic cortical reconstruction that allows for manual correction of topological errors (17), uses a segmentation procedure based on the identification of gray white matter and gray matter pial boundaries, as well as a surface-based registration that aligns cortical folding patterns.
These higher-order corrections are determined through an iterative procedure based on the equilibrium of a 3-D infinitesimal element instead of on the use of the stationary property of total potential in the energy methods.
In this paper, an iterative procedure based on the harmonic wavelet transform is proposed to match the target spectrum through deterministic corrections to a recorded accelerogram, localised both in time and frequency.
To assess the robustness of interaction models, we used two different strategies: an internal validation procedure based on bootstrap re-sampling methods [ 52] and a correction for multiple testing using the FDR principle [ 53].
For a new smoothing procedure based on convolutions see [32].
Hothorn suggests a procedure based on odds ratios [ 17].
Based on these observations, we adopted an analytic expression for the lift coefficient from the thin airfoil theory and proposed a lift correction model, which is easily applicable to the traditional load analysis procedure based on the BEMT.
