A Central Limit Theorem for Local Martingales with Applications to the Analysis of Longitudinal Data

A functional central limit theorem for a local square integrable martingale with persistent discontinuities is given. By persistent discontinuities, it is meant that the martingale has jumps which do not vanish asymptotically. This central limit theorem is motivated by problems in the analysis of longitudinal and life history data.