A copula based BINAR(1) process with applications

Key Points

• The copula based BINAR(1) process effectively models complex dependencies in data, enhancing understanding of relationships.
• Performance metrics demonstrate significant improvements, with notable accuracy levels achieved in various applications.
• Conducted a comprehensive analysis using statistical modeling techniques to validate the proposed approach across multiple datasets.
• Implications of this work support wider applications in data analysis, particularly in fields requiring nuanced dependency structures.