<b> </b> This book embraces the many mathematical procedures that engineers and statisticians use to draw inference from imperfect or incomplete measurements. <b> </b> This book presents the fundamental ideas in statistical signal processing along four distinct lines: mathematical and statistical preliminaries; decision theory; estimation theory; and time series analysis.