CDatanet

CRANCDatanetMaRDI QIDQ70140

Modeling Count Data with Peer Effects

Elysee Aristide Houndetoungan

Last update: 12 August 2023

Copyright license: GNU General Public License, version 3.0

Software version identifier: 2.1.0, 2.1.1, 0.0.1, 1.0.1, 2.0.1, 2.0.2, 2.0.3, 2.1.2

Description

Likelihood-based estimation and data generation from a class of models used to estimate peer effects on count data by controlling for the network endogeneity. This class includes count data models with social interactions (Houndetoungan 2023; <doi:10.2139/ssrn.3721250>), spatial tobit models (Xu and Lee 2015; <doi:10.1016/j.jeconom.2015.05.004>), and spatial linear-in-means models (Lee 2004; <doi:10.1111/j.1468-0262.2004.00558.x>).

Cites work

• A Count Data Model with Social Interactions
• Maximum likelihood estimation of a spatial autoregressive Tobit model
• Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models

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