The standard panel data literature is moving from micro panels, where the cross-section dimension is large and the … contributes to this new and growing area of panel data treatments called "large panel data analysis''. My dissertation consists of … three essays: In the first essay, a large panel data model with an omitted factor structure is considered. The role of the …