Here we used a newer version of Migrate with high signal data and found no evidence of lack of convergence as repeated runs were highly consistent using the implemented sampling strategy.
Network: The two T-Mobile products are designed for its GSM-voice/GPRS-data network, but even when the phone's indicators showed high signal strength, data service or Internet connectivity were often unavailable, particularly with the PPPE.
Overfitting can definitely be excluded given the high number of signal data used for model estimation.
In order to correct for uneven printing or for probes which routinely gave a high or low signal, data were further normalised by using as a control hybridisation data from ATCC 3502 × ATCC 3502 dye-swap experiments (four microarrays) on a per CDS basis.
Our results suggest such tuning is better able to handle high signal, sparse data.
The values in the heatmap are mean spot signals from three experiments and the highest signal in the entire data set was set to 100 and all other data adjusted accordingly.
Basic post-processing for improvement of visualisation of perfusion is done by subtraction of the data set with the highest signal intensity from a baseline data set (Fig. 2).
Gathering medium to high-throughput signaling data is becoming more feasible as proteomic technologies are getting more mature [ 14].
Here, we investigate the mechanistic rationale for biphasic response to FGFR pathway activation utilizing a combination of high-density signaling data and Ordinary-Differential-Equation (ODE -based mathematical mODE -based
