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However, considering the number of observations (77), the number of analysed terms (20), the number of lags included in the transfer functions (12) and seasonal adjustments, it is difficult to exclude the possibility that the low number of statistically significant connections at specific lags may result from statistical error.
However, these variables are predictive at specific lags of time.
The transitional (TR) and the extreme moist tropical (MT+/MT++) air masses also showed significant effects, but only at specific lags: lags 3 and 4, and same day, respectively.
For the rest of the air masses, no statistically significant positive effects can be established at 5% significance level, though there is some weak evidence that the effects are positive under air masses MM, MP, and MT for some specific lags.
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We vary the lag from 1 to 24 months to check if the results depend on a specific lag.
The highlighted results indicate which content (activity-based or random) is more credible with respect to a specific lag.
The program, here coined as textural neural network (TEXTNN), comprises the computation of variogram maps in the frequency domain for specific lag distances in the neighborhood of a pixel.
Formerly, it had been shown that combining techniques allows efficient classification of single and simultaneous disturbances, and more, the usage of the second- and fourth-order HOS features, for a specific lag chosen from Fisher's discriminant ratio (FDR) criterion, has been enough to deal with the majority of the disturbances considered [24].
The strongest association with inversions on a specific lag day was for lag 0 (OR = 1.05; 95% CI: 0.95, 1.16) (Table 2).
In addition, a distributed lag non-linear model (DLNM) [ 21, 22] was incorporated in the Poisson regression in order to explore the non-linear relationships between temperature and daily ER visit counts cumulated across specific lag periods.
Similarly for the weather covariates, we used a 1-day lag because there is little biological information to suggest that any specific lag structure is better than any other.
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CEO of Professional Science Editing for Scientists @ prosciediting.com