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Factor analysis searches for such joint variations in response to unobserved latent variables.
The response of the system to joint variations in flow rate, eluent composition and column temperature was investigated by means of Doehlert statistical experimental design.
Specifically, we designed a jICA to decompose multimodality MRI data into independent components that explain joint variations between the image modalities as well as variations across brain regions.
The analysis of second-order sensitivity indices indicates that joint variations of production and degradation rates play a significant role in robustness variations.
Data integration was based on the OnPLS method for its unique features of handling complex multi-omic datasets, extracting global and locally joint variations from them and, thus, facilitating the acquisition of biological understanding.
These large differences measured for internal rotation in different studies are mainly attributed the different experimental settings, including the remaining motion of the hip and ankle joint, variations in the manually applied loading or soft tissue artefacts during measurement.
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There are three possible approaches to disentangle their joint variation.
The first principal component is a linear combination of the proxies that accounts for as much joint variation of the proxies as possible.
Kroft and Notowidigdo (2011) find direct empirical support for such effects based on joint variation in benefit generosity and state labor market conditions.
We do not include a sensitivity analysis of a joint variation in wage and Armington elasticities for neoclassical closure because the results are exactly the same of those in the sensitivity analysis for the wage elasticity.
This novel approach allowed us to describe the joint variation of the observations and predictions as: (i) independent random variation that occurred at a fine spatial scale; (ii) correlated random variation that occurred at a coarse spatial scale; (iii) systematic variation associated with a spatial trend.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com