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This is an influential data point that tends to obscure uptake inhibition in other subjects when data are pooled.
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Although there may be an association for high values of soil (based on a single influential data point at 140 ppt), for soil levels < 50 ppt TCDD (the range of the rest of the data), we found no significant association.
Furthermore, from fig. 3 in Klopfstein et al. (2005) it appears that much of the apparently high R attributed to this regression is due to one or a very few influential data points.
Influence diagnostics aim to identify a small number of influential data points that have a disproportionate impact on the model parameters and/or predictions.
For each cancer outcome that we studied, Los Angeles county, white race and age 70 84 emerged as an influential outlying data point.
A residual analysis to detect outliers and influential data was performed using deviance residual plots.
A conservative, but reasonable, option would be to look for influential data only among the very extreme data in such a way that will not prejudice areas of distribution that are closest to the centre.
Influential data are those that have a disproportionate impact on model performance, parameters and/or predictions.
Ongoing concerns have also been voiced by the bloc's influential data protection chiefs.
Cook's distance and studentized residuals were used to indicate influential data points (Jacoby 2005).
Cantoni and Ronchetti (2001) found observation number 59, 110, 133 and 139 as potentially influential data points.
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