Stochastic Modeling: A Thorough Guide to Evaluate, Pre-Process, Model and Compare Time Series with MATLAB Software 1st Edition

Stochastic Modeling: A Thorough Guide to Evaluate, Pre-Process, Model and Compare Time Series with MATLAB Software 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9780323917483,0323917488,9780323972758, 0323972756

Product details:

• ISBN-10: 0323972756
• ISBN-13: 9780323972758
• Author: Hossein Bonakdari; Mohammad Zeynoddin

Stochastic Modeling: A Thorough Guide to Evaluate, Pre-Process, Model and Compare Time Series with MATLAB Software allows for new avenues in time series analysis and predictive modeling which summarize more than ten years of experience in the application of stochastic models in environmental problems. The book introduces a variety of different topics in time series in the modeling and prediction of complex environmental systems. Most importantly, all codes are user-friendly and readers will be able to use them for their cases. Users who may not be familiar with MATLAB software can also refer to the appendix.

Table contents:

Chapter 1 Introduction

Chapter 2 Preparation & stationarizing

Chapter 3 Distribution evaluation and normalizing

Chapter 4 Stochastic modeling

Chapter 5 Goodness-of-fit & precision criteria

Chapter 6 Forecasting time series by deep learning and hybrid methods

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