Calibrated empirical likelihood for single-index varying coefficient spatial autoregressive models

Key Points

• Findings show improved estimation accuracy with calibrated empirical likelihood.
• The accuracy was enhanced particularly in varying coefficient spatial autoregressive models.
• Analysis of spatial characteristics was conducted using empirical likelihood techniques.
• Implications suggest that this approach can enhance estimation for complex spatial data.