Stochastic Modeling: A Thorough Guide to Evaluate, Pre-Process, Model and Compare Time Series with MATLAB Software
Stochastic Modeling: A Thorough Guide to Evaluate, Pre-Process, Model and Compare Time Series with MATLAB Software
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- More about Stochastic Modeling: A Thorough Guide to Evaluate, Pre-Process, Model and Compare Time Series with MATLAB Software
Stochastic Modeling: A Thorough Guide to Evaluate, Pre-Process, Model, and Compare Time Series with MATLAB Software provides a comprehensive guide to time series analysis and predictive modeling, covering various topics and offering user-friendly codes with step-by-step instructions.
Format: Paperback / softback
Length: 340 pages
Publication date: 01 April 2022
Publisher: Elsevier - Health Sciences Division
Stochastic Modeling: A Comprehensive Guide to Evaluate, Pre-Process, Model, and Compare Time Series with MATLAB Software opens up exciting new avenues in time series analysis and predictive modeling, drawing upon over ten years of expertise in applying stochastic models to environmental problems. The book delves into a diverse range of topics related to time series modeling and prediction of complex environmental systems. Most notably, all codes are designed to be user-friendly, making them accessible to readers for their specific case studies. Additionally, for users who may not be familiar with MATLAB software, an appendix is provided as a reference. This book not only guides the reader step-by-step through the development of time series modeling codes but also provides the necessary toolboxes, explains key concepts, and applies various tools to address different types of environmental time series challenges. By leveraging the power of MATLAB software, readers will gain valuable insights and practical skills for analyzing and forecasting time series data in the field of environmental science.
Dimension: 235 x 191 (mm)
ISBN-13: 9780323917483
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