A discrete-time stationary stochastic process with finite variance issaid to have long memory if its autocorrelations tend to zero hyperbolicallyin the lag that is like a power of the lag, as the lag tends to infinity.This book presents basic theory and techniques of proving limit theorems fornumerous statistics based on long memory processes.