Shahab Araghinejad eBooks

Data-Driven Modeling: Using MATLAB in Water Resources and Environmental Engineering provides a systematic account of major concepts and methodologies for data-driven models and presents a unified framework that makes the subject more accessible to and applicable for researchers and practitioners. It integrates important theories and applications of data-driven models and uses them to deal with a wide range of problems in the field of water resources and environmental engineering such as hydrological forecasting, flood analysis, water quality monitoring, regionalizing climatic data, and general function approximation. The book presentsthe statistical-based models including basic statistical analysis, nonparametric and logistic regression methods, time...