From wide to long:

Panel data errors are almost always serially correlated and heteroskedastic. Stata offers:

xtabond wage experience union, lags(1) maxldep(2)

The most common estimators for panel data in Stata are accessed via the xtreg command. xtset — Declare data to be panel data - Title Syntax

If effects of time-varying variables differ across panels: