2018
DOI: 10.1093/jas/sky486
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Evaluation of statistical process control procedures to monitor feeding behavior patterns and detect onset of bovine respiratory disease in growing bulls

Abstract: the value of using CUSUM procedures to monitor feeding behavior patterns to more accurately detect BRD prior to clinical symptoms in feedlot cattle.

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Cited by 20 publications
(14 citation statements)
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“…For this study, initial parameter estimation was accomplished using the first 4 d (−28 through −25) of the 56-d study as a reference period to calculate baseline μ and σ for each animal. Thereafter, daily observations were used to recompute parameters in an accumulative manner (Kayser et al, 2018a;Mertens et al, 2008) using all of the available data to that time point in the data set. Therefore, every sequential time series measurement includes more data in estimating model parameters than the previous observations.…”
Section: Accumulative Parameter Estimationmentioning
confidence: 99%
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“…For this study, initial parameter estimation was accomplished using the first 4 d (−28 through −25) of the 56-d study as a reference period to calculate baseline μ and σ for each animal. Thereafter, daily observations were used to recompute parameters in an accumulative manner (Kayser et al, 2018a;Mertens et al, 2008) using all of the available data to that time point in the data set. Therefore, every sequential time series measurement includes more data in estimating model parameters than the previous observations.…”
Section: Accumulative Parameter Estimationmentioning
confidence: 99%
“…Plotted values are the daily observation subtracted from the accumulating μ and divided by the accumulating σ. Utilizing the accumulating methodology enables the chart to behave as it would in realtime application. This procedure also allows for the rapid implementation of the monitoring process due to the relatively short reference period required for initial parameter estimation (Kayser et al, 2018a;Mertens et al, 2008). Furthermore, the accuracy of those parameters increases every day the process is monitored.…”
Section: Accumulative Parameter Estimationmentioning
confidence: 99%
See 3 more Smart Citations