Impacts of interlocked contractual arrangements on dairy farmers' welfare in Zambia: a robust Bayesian instrumental variable analysis
While contract farming and interlocked contractual arrangements (ICAs) are generally
perceived to resolve persistent market failures and improve smallholder farmers' welfare in …
perceived to resolve persistent market failures and improve smallholder farmers' welfare in …
Mitigating selection bias: a Bayesian approach to two-stage causal modeling with instrumental variables for nonnormal missing data
This study proposes a two-stage causal modeling with instrumental variables to mitigate
selection bias, provide correct standard error estimates, and address nonnormal and …
selection bias, provide correct standard error estimates, and address nonnormal and …
A Bayesian approach to the analysis of local average treatment effect for missing and non-normal data in causal modeling: A tutorial with the ALMOND Package in R
One practical challenge in observational studies and quasi-experimental designs is
selection bias. The issue of selection bias becomes more concerning when data are non …
selection bias. The issue of selection bias becomes more concerning when data are non …
Bayesian Two-Stage Robust Causal Modeling with Instrumental Variables using Student's t Distributions
In causal inference research, the issue of the treatment endogeneity is commonly addressed
using the two-stage least squares (2SLS) modeling with instrumental variables (IVs), where …
using the two-stage least squares (2SLS) modeling with instrumental variables (IVs), where …