Starting from version 15, Stata allows users to manage data and fit regressions accounting for spatial relationships through the sp commands. Spatial regressions can be estimated using the spregress, spxtregress, and spivregress commands. These commands allow users to fit spatial autoregressive models in cross-sectional and panel data. However, they are designed to estimate regressions with continuous dependent variables. Although binary spatial regressions are important in applied econometrics, they cannot be estimated in Stata. Therefore, I introduce spatbinary, a Stata command that allows users to fit spatial logit and probit models.

Spinelli, D. (2022). Fitting spatial autoregressive logit and probit models using Stata: The spatbinary command. THE STATA JOURNAL, 22(2), 293-318 [10.1177/1536867X221106373].

Fitting spatial autoregressive logit and probit models using Stata: The spatbinary command

Spinelli, D
2022

Abstract

Starting from version 15, Stata allows users to manage data and fit regressions accounting for spatial relationships through the sp commands. Spatial regressions can be estimated using the spregress, spxtregress, and spivregress commands. These commands allow users to fit spatial autoregressive models in cross-sectional and panel data. However, they are designed to estimate regressions with continuous dependent variables. Although binary spatial regressions are important in applied econometrics, they cannot be estimated in Stata. Therefore, I introduce spatbinary, a Stata command that allows users to fit spatial logit and probit models.
Articolo in rivista - Articolo scientifico
marginal effects; postestimation; spatbinary; spatbinary_impact; spatial autoregressive models; spatial logit; spatial probit; st0672;
English
30-giu-2022
2022
22
2
293
318
reserved
Spinelli, D. (2022). Fitting spatial autoregressive logit and probit models using Stata: The spatbinary command. THE STATA JOURNAL, 22(2), 293-318 [10.1177/1536867X221106373].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/456173
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