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These include a binary logit regression to identify zero outcomes associated with count data and NBR to model the count process.
The framework is composed of three submodels considering (1) the social and economic structures based upon a social accounting matrix, (2) land use change and urban sprawl based upon a binary logit regression, and (3) stream ecosystem condition in the catchment area based upon the NAWQA National Water Quality Assessmentt) dataset.
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To accurately assess era differences, a reasonable approach lay in binary logit regression, which calculated OR; this was so in part because only 174 (0.8%) of the 20,879 patients were lost to follow-up at 1 year.
Because near-complete follow-up characterizes modern databases, binary logit regression is an attractive alternative to Cox regression when PHs violations are deemed important.
Table 5 shows the results of the binary logit regression model.
Overall, the binary logit regression model explained about 70.6% of the variance of local people's knowledge on the adverse impacts of Eucalyptus woodlot (Table 5).
On the other hand, the binary logit regression model explained about 70.6% of the variance of local people's knowledge on the adverse impacts of Eucalyptus woodlot.
Binary logit regression model was used to analyze factors affecting local people's knowledge on the adverse impacts of Eucalyptus woodlot.
However, the binary logit regression model revealed that level of education and place of Eucalyptus plantation negatively correlated with local people's knowledge on the adverse impacts of Eucalyptus woodlot in Gudo Beret Kebele (Table 5).
The binary logit regression model revealed that history of settlement (ß = 0.893), the difference in crop and forage production near Eucalyptus woodlot (ß = 0.895), and distance between the houses of the respondents and the nearby access road (ß = 0.983) positively affected local people's knowledge on the adverse impacts of Eucalyptus woodlot.
As hypothesized, the binary logit regression model revealed that history of settlement, the difference in crop and forage production near Eucalyptus woodlot, and the distance between the houses of the respondents and the nearby access road positively affected local people's knowledge on the adverse impacts of Eucalyptus woodlot (Table 5).
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