Focusing on continuous, multivariate processes, this book introduces statistical methods and modeling techniques for process monitoring, process and controller performance evaluation, and fault diagnosis. It covers empirical modeling development techniques, modeling process signals for trend analysis, and sensor failure detection and diagnosis.