Sentence examples for in the dataset for analysis from inspiring English sources
Since no problems were encountered during the initial collection of data, all sampling data were included in the dataset for analysis.
In evaluating for potential impact of missing such patients in our dataset, 558 (15%) of 3695 prescriptions were excluded from our analyses because of no additional refills initiated; yet, most of these patients had additional BP prescriptions that did have refills that kept the patient included in the dataset for analysis.
Of the 213 holdings included in the dataset for analysis, the whole flock cull was applied exclusively in 44 (20.65%) holdings; the genotype and cull option in 162 (76%) holdings and only seven holdings (3.3%) had both options implemented in different flocks.
Of the remaining 26,175 respondents aged between 17 and 74 years, the mental health score was missing in 1200 (5.6%), so that the dataset for analysis included 24,975 individuals with a mean individual mental health score of 72 (standard deviation 19).
As not all measurements were available for every cell in the dataset, for factor analysis we used a generalization of a standard Principal Component Analysis (PCA) procedure, called the Variational Bayesian PCA, or the PCA with missing values (PCA-MV; (Ilin and Raiko, 2010); MATLAB m-files are available at the web-site of Bayesian Group, Aalto University, Finland).
Hence the genotype data in the array (with the higher call rate) for these 10 samples were also kept in the dataset for GWAS analysis.
Therefore, transcripts with at least 300 mapped reads in all time-points were retained in the dataset for subsequent analysis (7240 out of 10123 annotated genes).
In combination with PLS-DA scores plot and the variable importance in the projection (VIP) values of all lipid ions included in the dataset for multivariate statistical analysis, 21 hepatic lipid metabolites (numbered in Fig. 2B) were considered to be most responsible for the differences between recovering mice and sedentary mice.
A total of 12,943 patients were included in the dataset for the primary analysis.
No personally identifying information was available in the dataset used for analysis.
