Santiago Montoya-Blandón
Santiago Montoya-Blandón
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3
Social Comparison and Young Adult Mental Health with Endogenous Network Formation
We examine how social comparison within endogenously formed peer networks affects mental health among young adults. Using over 2 …
J. Fan
,
E. Proto and S. Montoya-Blandón
Última actualización el Jul 12, 2026
Redes
,
Microeconomía Aplicada
Heterogeneous Peer Effects with Endogenous Network Formation
This paper introduces a new econometric framework for modeling social interactions with heterogeneous peer responses, addressing …
D. Trinh and S. Montoya-Blandón
Última actualización el Jul 12, 2026
Econometría
,
Redes
,
Métodos Bayesianos
,
Microeconomía Aplicada
arXiv
Marijuana and Tobacco Consumption in Colombia: A Bayesian Zero-Inflated Ordered Probit
En proceso de revisión
This paper develops a Bayesian implementation of the zero-inflated ordered probit model introduced in Harris and Zhao (2007), providing …
A. Pinilla-Barrera
,
A. Ramírez-Hassan and S. Montoya-Blandón
Última actualización el Jul 12, 2026
Econometría
,
Métodos Bayesianos
,
Variables Dependientes Limitadas
,
Microeconomía Aplicada
PDF
The R&D Productivity Puzzle: Innovation Networks with Heterogeneous Firms
En proceso de revisión
We introduce heterogeneous R&D productivities into an endogenous R&D network formation model, generalizing the framework of …
M.S. Heydari
,
Z. Kanik and S. Montoya-Blandón
Última actualización el Jul 12, 2026
Redes
,
Organización Industrial
,
Teoría
arXiv
Unpacking Neighbourhood Change: Income Estimation, Mobility, and Segregation in Medellín
Medellín has undergone rapid urban transformation and is often cited as a model of inclusive urbanism. However, less is known about how …
V. Galeano-Duque and S. Montoya-Blandón
Última actualización el Jul 12, 2026
Economía Urbana
,
Microeconomía Aplicada
Estimating Demand Systems with Unobserved Heterogeneity and Censoring: Evidence from Illicit Drug Markets in Colombia
En proceso de revisión
The response of illicit drug consumers to policy changes like legalization is mediated by demand behavior. Since individual drug use is …
S. Montoya-Blandón and A. Ramírez-Hassan
Última actualización el Jul 12, 2026
Econometría
,
Microeconomía Aplicada
,
Métodos Bayesianos
,
Variables Dependientes Limitadas
,
Variables Instrumentales
arXiv
Probabilistic Targeted Factor Analysis
En proceso de revisión
We develop Probabilistic Targeted Factor Analysis (PTFA), a likelihood-based framework for constructing latent factors that are …
M.C. Herculano and S. Montoya-Blandón
Última actualización el Jul 12, 2026
Econometría
,
Finanzas
,
Macroeconomía
arXiv
Bayesian Inference of Network Formation Models with Payoff Externalities
This paper provides a novel approach to identification and estimation of a network formation model using observed network data, where …
C. Ding
,
J. Estrada and S. Montoya-Blandón
Última actualización el Jul 12, 2026
Econometría
,
Métodos Bayesianos
,
Variables Dependientes Limitadas
,
Redes
PDF
Nonlinear Panel Data Methods for Multivariate Fractional Outcomes
This paper expands the applied researcher’s toolkit for dealing with nonlinear panel data models with unobserved heterogeneity …
S. Montoya-Blandón
Última actualización el Jul 12, 2026
Econometría
,
Microeconomía Aplicada
,
Métodos Bayesianos
,
Variables Dependientes Limitadas
,
Variables Instrumentales
Copula Estimation and Variable Selection with Multivariate Fractional Outcomes
This paper introduces a unified estimation methodology using copulas for multivariate fractional outcomes with a conditional mean …
S. Montoya-Blandón
Última actualización el Jul 12, 2026
Econometría
,
Métodos Bayesianos
,
Variables Dependientes Limitadas
PDF
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