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This has been modelled via the negative binomial regression model which generally is the most appropriate model for counts with overdispersed values.4 From a substantive viewpoint the negative binomial distribution reflects the theoretical explanations of repeat victimisation which, as seen earlier, is extensive in both years (Hilbe 2011; Tseloni 1995; Tseloni and Pease 2010).
From a substantive viewpoint, there seems to be a theoretical rationale here too, as in the case of the number of item levels.
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But nothing has changed from a substantive or policy standpoint.
For this reason, at all stages of the analysis, the structure of the model was reviewed from a substantive as well as a statistical viewpoint.
Users select concerts, whenever they choose, from a substantive menu.
However, from a substantive point of view, the difference was rather small.
FROM an advertiser's viewpoint, children are a splendid audience.
From both a substantive and stylistic perspective, Biden completely dominated the debate.
"Yes, I'm coming from a viewpoint, because that's the only viewpoint I have," she says.
From a conservation viewpoint.
Even from a travelling viewpoint, railways matter.
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