These funding bodies played no role in the design of the study, collection, analysis, and interpretation of data or in writing the manuscript. Availability of data and materials Data collected as part of the Seniors USP study are embargoed until October 2018. Thereafter data sharing will be ...
The tests implemented in the package allow testing the relation of the mean squared error (mse), root mean squared error (rmse), mean average error (mae) and r^2 scores (r2). 1 testset, no k-fold In this scenario, we assume there is a regression testset, and the performance scores...
3, Table 2, we present descriptive statistics broken down per experimental condition and a test of balancing of the covariates (column (6), Pearson’s chi-squared test): as expected, given random allocation, there are no systematic differences across experimental conditions for any of the ...
Analysis and interpretation of data: De Vogli, Chandola, and Marmot. Drafting of the manuscript: De Vogli and Chandola. Critical revision of the manuscript for important intellectual content: Chandola and Marmot. Statistical analysis: De Vogli and Chandola. Obtained funding: Chandola. Study ...
Role of the Funder/Sponsor: The funders had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication. References 1. Sorlie PD, Ba...
The fact that the top-ranked genes vary across data sets, despite belonging to the same pathway, underscores the ability of pathway analysis to provide a more robust interpretation of the active biological processes25. Next, we performed the lasso regression analysis using only breast cancer data....
The funder had no role in the study design, data collection and interpretation, or decision to submit the work for publication. Disclosure The authors report no conflicts of interest related to this work. References 1. Jean SS, Harnod D, Hsueh PR. Global threat of carbapenem-resistant gram-...
The results of this study demonstrate that assessment and interpretation of COVID-19 vaccine effectiveness against hospitalisation has become more complicated since the less severe Omicron variant has become dominant. When the disease is less severe a higher proportion of hospitalisations are likely to ...
52. Fixed exposure duration induces time pressure but can also create experiences of idleness that could significantly influence the interpretation of data55,58, in particular when participants have no instruction at all. One can assume that it is most likely more evident to link eye movements to...
squared distances defined as Σi<jnWij∥xi−xj∥2=Tr(XLXT), wherein xi is the i-th column of X and xj is the j-th column of X; a measure of the separability of penalty graph G is defined by the weighted sum of squared distances defined as Σi<j Wij∥xi−xj∥2=Tr(X LXT...