Time Series Modelling in Earth Sciences
Author | : B.K. Sahu |
Publisher | : CRC Press |
Total Pages | : 294 |
Release | : 2021-06-30 |
ISBN-10 | : 9781000443820 |
ISBN-13 | : 1000443825 |
Rating | : 4/5 (825 Downloads) |
Download or read book Time Series Modelling in Earth Sciences written by B.K. Sahu and published by CRC Press. This book was released on 2021-06-30 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Including the latest theories and applications of time series modelling, this book is intended for students, faculties and professionals with a background in multivariate statistics. Highlighting linear methods to yield ARIMA, SARIMA models and their multivariate (vector) extensions, the text also draws attention to non-linear methods, as well as state-space, dynamic linear, wavelet, volatility and long memory models. Also included are several solved case studies and exercises from the fields of mining, ore genesis, earthquakes, and climatology.