This result signifies that the fold-change data fluctuated approximately 20% in this study.
The number of pharmacies reporting sales data fluctuated day to day, but during the study period, about 20 to 25%% of stores in Manhattan reported data to NYCDOH.
As is evident from the figure, the original data fluctuates a lot and the general trend of the data is better visible in the smoothed distribution.
So, the principle taken in our algorithm is so long as the distance between neighbors' historical data and the being predicted node's historical data fluctuates within a certain scope, the corresponding neighbor can be regarded as a close neighbor.
This paper describes a new method of dynamical state estimation for stochastic systems, in a practical case in which the observed data fluctuates within a finite amplitude domain owing to the dynamic range of the measurement instrument.
For accurately estimating the location of the peak, some smoothing of the inter-observation distribution is necessary as the original distribution of data can fluctuate a lot, even though our data is already binned to 10 minute intervals due to the restricted temporal resolution of 10 minutes.
For example, data may fluctuate depending on cell type, timing of data collection (during the cell cycle, or diurnal, seasonal, or annual variations), developmental stage, and various external conditions.
Unfortunately, this increase was likely driven by some state minimum wage hikes, and by the sort of random movements that causes these data to fluctuate erratically.
However, given the community's size, data can fluctuate and a clearer picture of the leak's effects will emerge in coming months.
In fact the inclusion of a direct feedback mechanism, as suggested by binding sites analysis [23], contradicts currently available data on fluctuating Nanog levels as the fluctuations would ultimately propagated on the direct target genes.
