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I rely on a multinomial logit specification, which treats the cause-specific exit rates as independent.
For the present scenario, for which we selected a conditional means model, the multinomial logit specification is chosen as functional form, as it fulfils the aforementioned restrictions (Koch, [2010]).
The treatment model aims to capture the role of multiple treatments and is therefore estimated using a multinomial logit specification that allows us to analyse different personality traits individually, as well as in combinations of two or three traits.
We estimate the probability of being assigned to campus j, conditional on having enrolled in one of the UC campuses and as a function of x with a multinomial logit specification and allow the coefficients to differ across the two regimes29.
For the functional form of the conditional probabilities of the observed health indicators we use a multinomial logit specification.
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Selective relative risk ratios (RRR) from multinomial logit specifications of the racial identity equation are presented in Table 6.
A multinomial logit (MNL) specification was selected.
Comparisons indicate that the new multinomial logit model specification can predict various inspection/maintenance test outcomes more accurately than the existing high-emitter profile model.
We use the multinomial logit model, a specification commonly used in multiple choice problems.
(DOCX 16 KB) 40461_2014_9_MOESM5_ESM.docx Additional file 5: Figure S1.: Test for multinomial logit as correct specification of conditioned expectation values.
Subsamples with university-level education did have location distributions that were more alike; however, the multinomial logit exercises using the basic specification suggested that its explanatory power was also limited.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com