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We use here the term phasing model instead of lag model in reference to work on control: events are in phase when the lag equals 0 and antiphase when the average lag is half the average duration between events.
Occupational status, living alone, temperature at lags 1 3, instead of lag 0, and daily NO2 (lags 0 3) did not contribute further to models (i.e., effect estimates changed < 10%).
To reduce possible confounding induced at longer lag days by intermittent exposures we summarized cumulative effects over a shorter time period (lag days 0 2 instead of lag days 0 5 used for the 2008 fire).
Moreover, the differences in the effect sizes could be explained by differences in exposure metrics, where we also used the mean of lags 0 and 1 instead of lag 1 alone as exposure metric.
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PDIA creates feedback loops that facilitate rapid learning (instead of lagged learning from ex post evaluation).
Instead of lagging the world in this critical area, we would quickly lead it, just as we did with microchips, fiber optics and until recently the Internet.
In 2-D-DPCA modeling, the utilization of state variables instead of lagged process variables reduces the number of variables and provides a clearer contribution plot for fault diagnosis.
For short-term performance, look for leading instead of lagging indicators.
To reduce collinearity between temperature lags in our models, we modeled AT exposure as 2-day sums of lags from lags 0 7, instead of individual lags, or as four 2-day lag strata.
A predetermined lag time with minimal variation may be achieved via the time spent in high-vibration stimulation instead of a lag period dictated by milking personnel.
Instead of a lag scheme used in the general method, a forecasting scheme consisting of a series of optimal schemes at each sub-time period is also proposed for the two-stage design.
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