This special issue celebrates Rob J. Hyndman's 60th birthday and aims to bring together research that connects forecasting theory with practical applications. The issue welcomes contributions that address current and emerging challenges in forecasting methodology, demonstrating how theoretical advances can be applied to real-world problems.