Exact(5)
The assessment of direct and indirect interactions may play an important role in understanding network navigability, community structure and information flow, specially when considering the range of influence of given nodes within a network, the strength of the interactions and how these interactions shape the whole correlation structure, as well as the topology and dynamics of the system.
This methodology risks shared measurement error and does not account for part or whole correlation [ 56] which can lead to type I errors [ 43].
Liquet and Commenges [ 13, 14] and Hashemi and Commenges [ 15] proposed a more exact correction, accounting for the whole correlation matrix, for score tests obtained in logistic regression, generalized linear model and proportional hazards models.
For reminder, no correlation between the templates and the individual data leads to SC = 0, whereas a whole correlation between them results in SC = 1 The spatiotemporal propagation of activity described by this sequence of component maps seems to correspond well to the expected propagation of sensory evoked processing following median nerve stimulation.
However, bearing in mind that the simulation produced a correlation of r =.63 under the precondition that all non-significant evidence, i.e. 87% of all evidence remained unpublished, publication bias cannot account for the whole correlation, but perhaps for a substantial amount.
Similar(54)
On the whole, correlations were similar to other published large scale studies, suggesting acceptable validity of the dietary data in HAPIEE study for fruit, vegetable, vitamin C and beta-carotene intakes.
The highest item-whole correlation observed was ritc = .84 (item 8) and the lowest ritc = .07 (item 3).
Removing the item led to a marked improvement in the psychometric properties of the subscale: α = .63, the mean inter-item correlation reached.36 and the mean item-whole correlation = .44.44
Moreover, the use of forward stepwise regression in this context may be compromised by the part-whole correlation effect (10) since it often results in the wrong variables being selected.
Including total brain volume instead of the "remaining brain volume" as a covariate produced results similar to those presented here, but we feel that the measure we used better corrects for part-whole correlation problems.
The underlying reason for lacks of PUFAs being filled up by MUFAs may well be however, that phospholipid MUFAs, if their impact could be determined independently from part-whole correlations, actually may turn out to impair MRS less than SFAs.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com