Generalised ordered logit model: Testing the assumption of ordered logit model.

<p>The table reports generalized ordered logit regressions which relax the proportional odds assumption of standard ordered logit regressions. Columns 1, 2 and 3 present the coefficients for the likelihood of: having zero versus all other categories of innovation; having zero or low innovation versus medium and high innovation; having zero, low and medium innovation versus high innovation. The key independent variables are night light density and its quadratic term. We control for per capita GDP in each country and include geographic region and year fixed effects. P-values are in parentheses, and 95% confidence intervals are in square brackets below p-values. Number of observations varies because of missing values for each measure. NTL and GDP are lagged. *** p<0.01, ** p<0.05, * p<0.1.</p> <p>(DOCX)</p>

Publication Details

Journal
Figshare
Published
2024-11-14
DOI
https://doi.org/10.1371/journal.pone.0308742.s007
Primary Topic
Economic Growth and Productivity
Type
article
Field-Weighted Citation Impact
0.00
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Generalised ordered logit model: Testing the assumption of ordered logit model.

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Economic Growth and Productivity
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Generalised ordered logit model: Testing the assumption of ordered logit model.

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Abstract

<p>The table reports generalized ordered logit regressions which relax the proportional odds assumption of standard ordered logit regressions. Columns 1, 2 and 3 present the coefficients for the likelihood of: having zero versus all other categories of innovation; having zero or low innovation versus medium and high innovation; having zero, low and medium innovation versus high innovation. The key independent variables are night light density and its quadratic term. We control for per capita GDP in each country and include geographic region and year fixed effects. P-values are in parentheses, and 95% confidence intervals are in square brackets below p-values. Number of observations varies because of missing values for each measure. NTL and GDP are lagged. *** p<0.01, ** p<0.05, * p<0.1.</p> <p>(DOCX)</p>

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Economic Growth and Productivity
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Generalised ordered logit model: Testing the assumption of ordered logit model. · Figshare (2024) | TGRS Research Map | TGRS