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For the alligator food choice example (Section 6.1.2), use the model fit to estimate an odds ratio that describes the effect of length on primary food choice being either invertebrate or...

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For the alligator food choice example (Section 6.1.2), use the model fit to estimate an odds ratio that describes the effect of length on primary food choice being either invertebrate or other.

Table 6.5, available in the Alligators2 data file at the text website, displays primary food choice for a sample of alligators, classified by length (≤2.3 meters, >2.3 meters) and by the lake in Florida in which they were caught. Fit a model to describe the effects of length and lake on primary food choice. Report the prediction equations, with fish as the baseline category. Interpret the effect of length on the choice between invertebrates and fish.

Table 6.5

Answered 194 days After May 05, 2022

Solution

Robert answered on Nov 15 2022
60 Votes
Because the exponential of the estimate of fish (i.e.,.) is 0.96, the estimated odds ratio that describes length's effect on primary food choice of "inverte
ate", or "other" is 0.8996. [exp(0.1101)] = 0.896, the same result as in the odds ratio estimation section.
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