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The color intensity reflects the R2 value of MRA corresponding to the best lag condition.
All data were reorganized and aligned with respect to its best lag.
For each predictor we identified the "best lag" as the maximum R-squared achieved among the 24 regressions (i.e., 24 different lags).
With the help of ARIMA identification results, CV errors are minimized by the Fibonacci search method to select the best lag structure and the only adjustable parameter.
Tiger Woods, who grew up on very different courses in California, is widely considered one of the best lag putters in the sport: a skill he put to consistent use in his victory in 2005 and is relying on heavily again this year.
Therefore, in the next step, the best lag (tau) has to be determined.
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To this end, we performed stepwise multiple regression analyses (MRA) based on "best lags" derived from linear regressions of behavioral observations on circadian or sleep predictors (see Methods).
Job control and organization-based self-esteem proved to be the best lagged predictors of the three dimensions of work engagement.
To account for the environmental-lag-effect on mosquito density or SR, non-spatial (negative) binomial models (with/without zero inflation) were fitted and best lags were assessed.
As a result, many authors attempted to estimate the effects using the best single lag or combination of lags for meteorological factors and/or air pollutants and to identify the best degree of freedom for smoothing to adjust for different potential confounders.
The best fitting lag structures for PM10, NO2, and O3 for the overall depression score were lag 0 2 days, lag 0 7 days, and lag 0 2 days, respectively.
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CEO of Professional Science Editing for Scientists @ prosciediting.com