The phrase "analysis by utilizing a" is correct and usable in written English.
It can be used when describing a method or approach to conducting an analysis, particularly in academic or professional contexts.
Example: "The research involved an analysis by utilizing a comprehensive data set to draw meaningful conclusions."
Alternatives: "analysis through the use of a" or "analysis employing a".
This paper proposes a new technique for improving the performance of linear prediction analysis by utilizing a refined version of the autocorrelation function.
We extend upon Kravdal's analysis by utilizing a much richer set of patient characteristics, as well as considering alternative outcome measures.
In order to supply quantitative data from all of the selected studies and to minimize the variance of the summary SMDs and 95% CI, we performed the current statistical analysis by utilizing a random-effects model (DerSimonian and Laird method) or a fixed-effects model (Mantel-Haenszel method).
Levels of IL-6, IL-8 (CXCL8), IP-10 (CXCL10), MIP-1α (CCL3), MCP-1 (CCL2), MIG (CXCL9), and Eotaxin (CCL11) in serum were determined in the chemokine analysis samples by utilizing a cytometric bead array (CBA) (BD Bioscience, NJ, US) kit and fluorescence detection by an LSR II flow cytometer (BD Bioscience, NJ, US).
For analysis purposes, a numerical time-domain analysis is performed by utilizing a robust numerical algorithm working based on the boundary element method.
The stress analysis is performed by utilizing a plate element based on a higher-order single-layer theory.
Our multivariate GMDR analysis was developed by utilizing a GEE approach to multivariate phenotypes.
Nano-electrospray ionization mass spectrometry (nano-ESI/MS) analysis was conducted by utilizing a modified Quadrupole Ion Mobility Time of Flight (Q-IM-TOF) instrument (Synapt G2, Waters Corp., Manchester, U.K). with a customized surface-induced dissociation (SID) device installed before the IM chamber as previously described.
Such an analysis can be achieved by utilizing a GO slim, a subset of more general GO terms.
The narrative interviews were transcribed verbatim and the texts were analysed in three steps: naive reading, structural analysis and interpreted whole by utilizing a phenomenological life-world approach.
This computational pipeline performs a full analysis of MeDIP-seq data by utilizing a number of freely available software packages.
