We also extend our methodology and demonstrate how to analyze trajectories that are not in protein numbers but in arbitrary fluorescence units, a more typical condition in experiments.
Existing approaches in analyzing trajectory profiles are often restricted by the oversimplification of homogeneity assumption and failed to address the potential heterogeneity among profiles data.
For instance, Greg Rybarczyk, a former naval engineer, runs HitTrackerOnline.com from his home near Portland, analyzing trajectories, velocities, and atmospheric data to provide the "true distance" of the batted balls formerly known as home runs.
We will come back to this concept when analyzing trajectories composed of more than one segment.
This should greatly rationalize and simplify the workflow of analyzing trajectories.
However, many previous studies have been somewhat limited in their scope due to the lack of workflows for collecting, processing, and analyzing trajectories in the field.
In order to reduce censoring bias arising from careers that started before the beginning of each data sample, we only analyzed trajectories with the first publication year y i, 0 j ≥ 1970 for Nat./PNAS/Sci./PNAS/Sci
As we have recalled before, three quantities are particularly relevant for identifying, distinguishing, and analyzing trajectories in our setting: the range, the maximum altitude, and the time of flight.
This was, however, never the case for more than 5% of analyzed trajectories.
We analyzed trajectories of wild type worms without food and on a large range of food concentrations (from 0 to 108 bacteria per cm2).
