With so much at stake in the analysis of such complex and ambiguous data, researchers are inexorably drawn to analysis choices that satisfy the expectations of grant reviewers and administrators.
Among the topics covered are: topology selection, loading scenario identification, computer-aided engineering, tool and loads' analysis' choices, standards and codes, structural reliability, structural dynamics, integrity constraints, simplified design equations, and integrated systems engineering perspective.
Analysis choices are more limited in trials with a singly measured outcome.
Ultimately this paper is about analysis choices within this data set.
For window-based testing, the analysis choices will impact the necessary significance thresholds.
Because analysis of WGS may need to be repeated with different choices of test statistics or windows, this prediction approach makes it computationally feasible to estimate genome-wide significance thresholds for different analysis choices.
I have comments about some of these analysis choices, organized by figures: Figure 2: The authors seem to have chosen to combine a large dataset of heterogeneous cell types and then perform post-hoc correlation analyses.
The failure to find contiguous borders between the RSFC-Snowballing parcellations within the medial parietal cortex may be related to the fact that each method (RSFC-Boundary Mapping and RSFC-Snowballing) is sensitive to different acquisition, preprocessing, and analysis choices of RSFC.
One additional hint of the primacy of the FP regions in directing attentional control during reading is that the effects in the FP cluster seemed slightly more robust to particular analysis choices, including RT regression, than are the effects in the CO/DA+ cluster (see Supplementary Materials 3a and c).
