The phrase "analysis on a large scale" is correct and usable in written English.
It can be used when discussing research, studies, or evaluations that involve extensive data or a broad scope.
Example: "The researchers conducted an analysis on a large scale to understand the impact of climate change on global ecosystems."
Alternatives: "extensive analysis" or "broad-scale analysis".
Next, the paper by Filho et al., "Magnitude squared of coherence to detect imaginary movement", analyzes ERP data using cross-spectral analysis on a large scale, again for a motor BMI application.
Yet relatively few studies have attempted this kind of analysis on a large scale so far.
In this way, simulation and analysis on a large scale would present an overall influence of different algorithm parameter settings on the model learning process.
Structural alignments performed and/or extensively corrected by human expertise, as those used for the previous description of "topohydrophobic" positions (Poupon and Mornon, 1998), furnish particular good data; however, due to the considerable increase of structural data, such an expert-based procedure is now unconceivable for analysis on a large scale.
The probabilistic homogenization is based on the analysis of a large scale statistically representative volume element.
The aims of this study, therefore, were to estimate, based on the analysis of a large-scale database, the CS of Korean gastric cancer patients and to determine its usefulness to those patients' prognoses.
Even if you're not keen to share detailed data with these companies (they probably don't want to with you either), you can still pool resources to get data analysis done on a large scale without necessarily sharing your private data.
The main aim of this study with a relatively small patient population of 200 patients was to evaluate the suitability of TMA analysis for a larger scale study on the prognostic significance of cyclin A and not to clarify the prognostic value of cyclin A overexpression.
However, in combination with distributed storage and analysis methods, this enables the analysis of data on a large scale, i.e., years of measurements, on the one hand and in depth, i.e., on a millisecond scale, on the other hand.
The field of proteomics, the analysis of proteins on a large scale, is attracting a large chunk of pharmaceutical research budgets.
