Learning from limited temporal data: Dynamically sparse historical functional linear models with applications to Earth science

Joseph Janssen, Shizhe Meng, Asad Haris +5

Scientists and statisticians often want to learn about the complex relationships that connect two time-varying variables. Recent work on sparse functional historical linear models…