New panel data models revolutionize large-scale trend analysis capabilities.
The article reviews new ways to analyze data with trends and individual effects. It looks at nonparametric and semiparametric models for large datasets. The researchers discuss methods to estimate both parametric and nonparametric parts of these models accurately.