Linear interpolation was used between CGM data points to allow for 1-min pairing of YSI and CGM data.
Only eight years of data were available (1980 , 1985 1990 , 1995 2000, 2005, 2008 and 2011); as the sheep population change between years was relatively smooth, we interpolated linearly between two consecutive data points to generate a complete time series of 36 years.
From there the team uses crawlers to download all the databases it can find, and algorithmically finds connections between all those data points to create a sort of public knowledge graph.
Some of the interior time points were missing in the original data so we interpolated between the existing data points to achieve a full data matrix of 13 time points and 15 columns.
Concentration-response curves were constructed by having a 5-minute recovery period between applications and by normalizing data points to two applications (one preceding and one following the test agonist/antagonist concentration).
Papadopoulos is convinced that letters will help address this problem by providing additional data points to distinguish between seemingly similar straight-A students, as well as borderline applicants much further down the ladder, who are appealing candidates but may or may not have what it takes to make it through Cal.
The assay has its most sensitive range in detecting strains with GI50 between 0.002 and 0.008, where the data points to calculate the GI50 cover the entire range from control growth (100%) to no growth (0%).
The two-factor ANOVA used in this study to determine the influence of AtNHX1 is considered a powerful tool for the analysis of microarray experiments with multiple factors [ 11], as it utilized all 48 microarray data points to distinguish between an effect of genotypes across all treatments (main effect) and a treatment-dependent effect of lines (genotype × treatment interaction).
Consequently, the calculations assume that the distribution of log2ratio is Gaussian for both types of region and no attempt is made to account for possible autocorrelation between data points mapping to nearby genomic locations.
For a given functional annotation, we computed the median of pairwise Euclidean distances (MPED) between data points belonging to that functional annotation and then assessed the significance of this test statistic by resampling.
