In this volume prominent workers in the field discuss various time series methods in the time domain, complementing Volume 3. The topics included are autoregressive-moving average models, control, estimation, identification, model selection, non-linear time series, non-stationary time series, prediction, robustness, sampling designs, signal attenuation, and speech recognition.